COSYNE 2005 Thursay, March 17th — Sunday March 20th Salt Lake City, Utah

Thursday, March 17th

6PM–8PM Reception 8PM Session 1 Keynote 8:00–8:10 Welcome and announcements 8:15–9:15 Keynote: Chuck Stevens (Salk Institute)

Friday, March 18th

8AM–12PM Session 2 Talks 12–2PM Lunch break 2–6PM Session 3 Talks 6–8PM Dinner break 8PM–1AM Session 4 Posters

Saturday, March 19th

8:30AM–12PM Session 5 Talks 12:15–2PM Lunch break 2–6PM Session 6 Talks 6–8PM Dinner break 8PM–1AM Session 7 Posters

Sunday, March 20th

8:30AM–12:15PM Session 8 Talks 12:15–2PM Lunch break 2–3:50PM Session 9 Talks

Main meeting ends / Travel to Snowbird for workshops

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Detailed Schedule

Thursday, March 17th

6PM–8PM Reception

8PM Session 1 Keynote Chair: Tony Zador (CSHL)

8:00–8:10 Welcome and announcements

8:15–9:15 Chuck Stevens (Salk Institute) A design principle for the scalable architecture of vertebrate brains

Friday, March 18th

8AM–12PM Session 2 Talks Chair: Michael Shadlen (U Washington)

8:00–8:40 Eero Simoncelli (NYU) Testing and refining perceptual models with optimized stochastic stimuli

8:50–9:10 Nelson Spruston (Northwestern) Gating of dendritic spikes propagating toward the soma of CA1 pyramidal neurons

9:15–9:35 Andrea Benucci (Smith-Kettlewell) Imaging the dynamics of population responses in visual cortex

9:40–10:00 Daniel Butts (Harvard) The important aspects of visual encoding: relating receptive fields to mutual information rates in visual neurons

10:05–10:25 Coffee break

10:30–10:50 William Softky (RNI) Thalamic bursts as anti-spikes from a non-rectifying predictive comparator

10:55–11:15 Nicholas Lesica (Harvard) LGN bursts enhance detection of specific stimulus features

11:20–11:40 Alex Pouget (Rochester) Bayesian inference and cortical variability

11:45–12:00 Poster Previews

12–2PM Lunch break

2 2–6PM Session 3 Talks Chair: Zach Mainen (CSHL)

2:00–2:40 Yang Dan (Berkeley) Timing-dependent plasticity in the visual cortex

2:50–3:10 Tony Bell (RNI) Spike timing-dependent learning in networks

3:15–3:35 Karim Nader (McGill) Amygdala LTP is sensitive to probability, as opposed to the coincidence, of pre and post-synaptic activation

3:40–4:00 Coffee break

4:05–4:25 Anitha Pasupathy (MIT) During learning, direction selectivity increases faster in the striatum than prefrontal cortex, while decoding of behavior is equally accurate

4:30–4:50 Timothy J. Gardner (MIT) Reprogramming bird song

4:55–5:15 Ned T. Sahin (Harvard) Human in-vivo electrophysiology of language grammar: bridging computational, systems and cognitive approaches

5:20–5:40 Barry Richmond (NIMH) Mutimodal responses in dopamine rich brain regions during visually cued reward schedules

5:45–6:00 Poster Previews

6–8PM Dinner break

8PM–1AM Session 4 Posters

Saturday, March 19th

8:30AM–12PM Session 5 Talks Chair: Pam Reinagel (UCSD)

8:30–9:10 Bill Freeman (MIT) Sharing features for multi-class object detection

9:20–9:40 Reto Wyss (Caltech) The computational principles of temporal stability and local memory can account for the structural and functional organization of the ventral visual system

9:45–10:05 Yves Fregnac (CNRS) An intracellular view of time coding and sparseness of cortical representation in V1 neurons during virtual oculomotor exploration of natural scenes

10:10–10:30 Coffee break

10:35–10:55 Timothy E. Holy (Washington University) Mouse courtship songs and opponency in olfactory sex recognition

11:00–11:20 Nicol Harper (UCL) Neural population coding of sound level depends on stimulus statistics

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11:25–11:45 Anne Hsu (Berkeley) Ensemble response in auditory neurons show greater discrimination to natural sounds

11:50–12:10 Charles Ratliff (U. Penn) Natural scenes contain more information in negative than in positive contrasts

12:15–2PM Lunch break

2–6PM Session 6 Talks Chair: Stefan Treue (Gottingen)

2:00–2:40 Nancy Kanwisher (MIT) Functional Specificity in Human Extrastriate Cortex

2:50–3:10 Maria Neimark (Harvard) Dynamic modulation of ON- and OFF-inputs to a retinal ganglion cell

3:15–3:35 Gregory W. Schwartz (Princeton) The omitted stimulus response: periodic pattern detection in the retina

3:40–4:00 Coffee break

4:05–4:25 Arun Sripati (Johns Hopkins) A continuum mechanical model for mechanoreceptive afferent responses to indented stimuli

4:30–4:50 Israel Nelken (Hebrew University) Representation changes in the ascending auditory pathway

4:55–5:15 Michael DeWeese (CSHL) Sparse synchronous inputs drive neurons in auditory cortex in vivo

5:20–5:40 Christopher deCharms Control over patterned brain activation achieved using real time fMRI (rtfMRI) with resultant changes in cognition

5:45–6:00 Poster Previews

6–8PM Dinner break

8PM–1AM Session 7 Posters

Sunday, March 20th

8:30AM–12:15PM Session 8 Talks Chair: Philip Sabes (UCSF)

8:30–9:10 Ranulfo Romo (UNAM, Mexico) Decoding the temporal evolution of a simple perceptual act

4 9:20–9:40 Wei Wu (U. Chicago) Comparing coordinate systems in motor cortical encoding

9:45–10:05 Laura Walker Renninger (Smith-Kettlewell) Eye movements can be understood within an information theoretic framework

10:10–10:30 Coffee break

10:35–10:55 Elizabeth Torres (Caltech) Delay-period activity in the posterior parietal cortex unambiguously predicts spatio-temporal features of the motion trajectory during simple and obstacle- avoidance reaches

11:00–11:20 Mark M. Churchland (Stanford) Neural variability in premotor cortex provides a signature of motor preparation

11:25–11:45 Kanaka Rajan (Brandeis) A multi-map network model for generating complex motor trajectories: The Fourier machine

11:50–12:10 Nathaniel Daw (Gatsby) Uncertainty-based competition between prefrontal and striatal systems for behavioural control

12:15–2PM Lunch break

2–3:50PM Session 9 Talks Chair: Carlos Brody (CSHL)

2:00–2:40 Christof Koch (Caltech) Decoding visual responses from multiple neurons in the human medial temporal lobe

2:50–3:30 Nikos Logothetis (Tubingen) fMRI in the non human primate: Developments and applications

3:40–3:50 Closing announcements

Main meeting ends / Travel to Snowbird for workshops

5

Santhanam2, Afsheen Afshar3, Krishna V. Shenoy1 1 Neurosciences Program and Dept. of Electrical Invited Talks 2 Engineering, Stanford University Dept. of Electrical Engineering, Stanford University 3 School of Medicine and 1. Timing-dependent plasticity in the visual cortex Dept. of Electrical Engineering, Stanford University Yang Dan UC Berkeley 14. Uncertainty-based competition between prefrontal and striatal systems for behavioural control 2. Sharing features for multi-class object detection Nathaniel D. Daw1, Yael Niv2, Peter Dayan1 Bill Freeman 1 Gatsby Computational Neuroscience MIT 2 Unit Interdisciplinary Center for Neural Computation, 3. Functional Specificity in Human Extrastriate Cortex Hebrew University, Jerusalem, and Gatsby Computational Nancy Kanwisher Neuroscience Unit MIT 15. Neural population coding of sound level depends on 4. fMRI in the non human primate: Developments and stimulus statistics applications Isabel Dean, Nicol S Harper, David McAlpine Nikos Logothetis UCL Tubingen 16. Sparse synchronous inputs drive neurons in 5. Decoding visual responses from multiple neurons in auditory cortex in vivo the human medial temporal lobe Michael DeWeese, Anthony M. Zador Rodrigo Quian-Quiroga1, Christof Koch1, Leila Cold Spring Harbor Laboratory 1 2 Reddy , Itzhak Fried 17. An intracellular view of time coding and sparseness 1 Caltech 2 UCLA of cortical representation in V1 neurons during virtual 6. Decoding the temporal evolution of a simple oculomotor exploration of natural scenes perceptual act Yves Fregnac, Pierre Baudot, Manuel Levy, Olivier Marre Ranulfo Romo UNIC, UPR 2191 CNRS, Gif-sur-Yvette, France UNAM, Mexico 18. Reprogramming bird song 7. Testing and refining perceptual models with Timothy J. Gardner1, Felix Naef2, Fernando Nottebohm3 optimized stochastic stimuli 1 MIT 2 Swiss Institute for Experimental Cancer Eero P. Simoncelli Research 3 The NYU 19. Mouse courtship songs and opponency in olfactory 8. A design principle for the scalable architecture of sex recognition vertebrate brains Timothy E. Holy, Zhongsheng Guo Chuck Stevens Washington University School of Medicine Salk Institute 20. Ensemble response in auditory neurons show greater discrimination to natural sounds 1 1 2 Anne Hsu , Sarah Woolley , Thane Fremouw , Frederic Theunissen1 1 UC Berkeley 2 University of Maine

Contributed Talks 21. LGN bursts enhance detection of specific stimulus features 9. Amygdala LTP is sensitive to probability, as opposed Nicholas A. Lesica, Garrett B. Stanley to the coincidence, of pre and post-synaptic activation. 1 1 2 Harvard University Liz Bauer , Joseph LeDoux , Karim Nader 1 Center for Neural Science, NYU 2 McGill University 22. Control Over Patterned Brain Activation Achieved Using Real Time fMRI (rtfMRI) With Resultant Changes 10. IMAGING THE DYNAMICS OF POPULATION in Cognition RESPONSES IN VISUAL CORTEX Fumiko Maeda1, Kristen Lutomski2, Saxon Andrea Benucci, Robert A. Frazor, Matteo Carandini MacLeod2, Deepak J. Soneji1, Sean C. Mackey1, John D.E. Smith-Kettlewell Eye Research Institute, San Francisco, CA Gabrieli1, Gary H. Glover1, John M. Pauly1, Christopher 94115 deCharms1 1 11. The important aspects of visual encoding: relating Department of Psychiatry and Behavioral Sciences, receptive fields to mutual information rates in visual Stanford University School of Medicine, Palo Alto, CA USA; neurons Department of Psychology, Stanford University, Palo Alto, 2 Daniel A. Butts, Garrett B. Stanley CA USA Neurion, Inc., Palo Alto CA

Harvard University 23. Dynamic modulation of ON- and OFF-inputs to a

12. Representation changes in the ascending auditory retinal ganglion cell. pathway Maria Neimark, Markus Meister Gal Chechik1, Eric D. Young2, Naftali Tishby3, Israel Harvard University

Nelken3, Mike Anderson2, O. Bar-Yosef3 1 2 3 24. Spike Timing-Dependent Learning in Networks stanford university Johns Hopkins University Hebrew Lucas C. Parra1, Anthony J. Bell2 University 1 2 City College of New York Redwood Neuroscience 13. Neural variability in premotor cortex provides a Institute

signature of motor preparation 1 2 3 25. During learning, direction selectivity increases faster Mark M Churchland , Byron M. Yu , Stephen I. Ryu , Gopal in the striatum than prefrontal cortex, while decoding of

6 behavior is equally accurate 38. The computational principles of temporal stability Anitha Pasupathy, Earl K. Miller and local memory can account for the structural and Massachusetts Institute of Technology functional organization of the ventral visual system 26. Bayesian inference and cortical variability Reto Wyss1, Peter König2, Paul F.M.J. Verschure3 Alex Pouget, Beck, J., P.E. Latham 1 California Institute of Technology, USA 2 Institute of University of Rochester Cognitive Science, University Osnabrück, Germany 3 Institute of Neuroinformatics, University/ETH 27. A multi-map network model for generating complex Zürich, Switzerland motor trajectories : The Fourier machine. Kanaka Rajan, L.F. Abbott Volen Center, Brandeis University

28. Natural scenes contain more information in negative than in positive contrasts Posters Charles Ratliff, Vijay Balasubramanian, Yen-Hong Kao, Peter Sterling 39. Propagation of Dendritic Action Potentials: Relation University of Pennsylvania to Biophysical Dendritic Properties

29. Eye movements can be understood within an Corey D. Acker, John A. White Biomedical Engineering, Boston University information theoretic framework Laura Walker Renninger, Preeti Verghese, James Coughlan 40. Neural correlates of decision making in monkey Smith-Kettlewell Eye Research Institute dorsolateral prefrontal cortex. 1 1 1 30. Mutimodal responses in dopamine rich brain regions Carlos Acuña , Verónica Nácher , Sabiela Ojeda , Carmen Cadarso-Suárez1, Javier Roca-Pardiñas2 during visually cued reward schedules. 1 2 Barry J. Richmond1, Takashi Mizuhiki2, Munetaka Shidara2 University of Santiago de Compostela. Spain University 1 2 of Vigo. Spain nimh/nih/dhhs National Institute of Advance Industrial Scence and Technology, AIST 41. Effect of Inhibition on Binaural Sensitivity to Noise

31. Gating of dendritic spikes propagating toward the John Agapiou, David McAlpine soma of CA1 pyramidal neurons Department of Physiology, University College London, UK 1 2 2 2 Alex Roxin , Tim Jarksy , William L. Kath , Nelson Spruston 42. Estimating non-homogeneous channel densities and 1 2 CNRS - Neurophysics and Physiology Northwestern synaptic activity from spatiotemporal dendritic voltage University recordings

32. Human in-vivo electrophysiology of language Misha Ahrens, Quentin J.M. Huys, Liam Paninski grammar – bridging computational, systems and Gatsby Computational Neuroscience Unit, University College London cognitive approaches 1 2 3 Ned T. Sahin , Steven Pinker , Anders M. Dale , Istvan 43. Analysis of temporal coding through iterative 4 5 6 Ulbert , Don Schomer , Eric Halgren stimulus refinement 1 Harvard Pscyhology Dept; MGH Martinos Neuroimaging Zane Aldworth, Alexander G. Dimitrov, Tomas Gedeon, John 2 3 Ctr Harvard Pscyhology Dept Department of Neurology, Miller 4 UCSD MGH Martinos Neuroimaging Ctr; Hungarian Montana State University 5 Academy of Sciences Department of Neurology, Beth Israel Deaconess Medical Center 6 MGH Martinos 44. Analysis of Negative Feedback in Circuits of Spiking Neuroimaging Ctr; INSERM E9926, Marseilles, France Neurons Charles H. Anderson 33. The Omitted Stimulus Response: Periodic Pattern Wash. Univ. School of Medicine Detection in the Retina Gregory W. Schwartz, Robert A. Harris, Michael J. Berry 45. Linear decodability for high-level auditory representations Princeton University 1 2 2 Hiroki Asari , Michael S. Wehr , Anthony M. Zador 34. Thalamic bursts as anti-spikes from a non-rectifying 1 Watson School of Biological Sciences / CSHL 2 Cold predictive comparator Spring Harbor Laboratory William Softky Redwood Neuroscience Institute 46. Timing contributions of the avian brainstem respiratory-vocal network to song motor program 35. A continuum mechanical model for generation mechanoreceptive afferent responses to indented Robin C. Ashmore1, J. Martin Wild2, Marc F. Schmidt1 stimuli 1 University of Pennsylvania 2 University of Auckland Arun P. Sripati, Sliman J. Bensmaia, Kenneth O. Johnson Johns Hopkins University 47. Bayesian Decoding Predicts the Structure of Errors in an Oculomotor Sequence Task 36. Delay-period activity in the Posterior Parietal Cortex Bruno Averbeck, Daeyeol Lee unambiguously predicts spatio-temporal features of the University of Rochester motion trajectory during simple and obstacle-avoidance reaches 48. The PSTH response to spike input as predicted by an Elizabeth B. Torres1, Rodrigo Quian-Quiroga2, R.A. expansion of a population equation Andersen1 Yuval Aviel, Wulfram Gerstner 1 2 EPFL CALTECH University of Leicester, UK

37. Comparing Coordinate Systems in Motor Cortical 49. Natural movies evoke responses in the primary Encoding visual cortex of anesthetized cat that are not well modeled by Poisson processes Wei Wu, Nicholas Hatsopoulos 1 1 University of Chicago Jonathan L. Baker , Shih-Cheng Yen , Jean-Philippe

7 Lachaux2, Charles M. Gray1 William H. Bosking, John H.R. Maunsell 1 Center for Computational Biology, Montana State Baylor College of Medicine/Howard Hughes Medical University, Bozeman, MT, USA 2 INSERM U280, Lyon, Institute France 64. Explaining cyclopean edge selectivity in macaque V2 50. Spectral Information Fields of DCN Principal Christine Bredfeldt, Bruce G. Cumming Neurons and their Optimal Spectral Features Laboratory of Sensorimotor Research, National Eye Institute, Sharba Bandyopadhyay, Eric D. Young National Institutes of Health Johns Hopkins University 65. TEMPORAL DYNAMICS OF OBJECT PART 51. Analyzing tuning curve sharpening with analog INTEGRATION IN POSTERIOR INFEROTEMPORAL neurons CORTEX Beck, J.1, P.E. Latham2, Alex Pouget1 Scott L. Brincat, Charles E. Connor 1 University of Rochester 2 Gatsby Computational Johns Hopkins University Neuroscience Unit. London 66. Principal Component Analysis of the Shapes of the 52. Computational modelling predicts a role for Receptive Fields neurogenesis in long-term memory retention Marina Brozovic1, Y. E. Cohen2, R.A. Andersen1 Suzanna Becker1, Jan Marti Wojtowicz2 1 California Institute of Technology 2 Dartmouth 1 McMaster University 2 University of Toronto 67. Representation of stimulus position and orientation 53. Emotional learning and behavioral context influence in a model of the visual cortex neural representations of value in monkey amygdala Calin Buia, Paul Tiesinga M.A. Belova1, J.J. Paton1, A.C. Smith2, J. Scalon3, E.N. University of North Carolina at Chapel Hill Brown4, C.D. Salzman5 1 2 68. Decoding of Retinal Spike Trains University of California, 1 1 3 4 C. Andrew Burlingame , Fiona J. Burnell , Adrienne L. Davis Harvard Medical School, MGH Harvard Medical 2 1 5 Fairhall , Michael J. Berry School, MGH Columbia University 1 2 Princeton University University of Washington 54. Gain modulation: A mechanism for target-switching 69. Genetic Clock Oscillator Neural Networks during visual search 1 1 1 Will Bush , Hava Siegelmann , Eric Bittman , Mary Nick Bentley, Emilio Salinas 2 Harrington Wake Forest University 1 2 University of Massachusetts Smith College 55. Analysis of inhomogeneous quadratic forms for 70. Shape representation in V4: Investigating position- physiological and theoretical studies specific tuning for boundary conformation with the Pietro Berkes, Laurenz Wiskott standard model of object recognition Humboldt-University Berlin, Institute for Theoretical Biology 1 1 Charles Cadieu , Minjoon Kouh , Maximilian 56. Learning efficient overcomplete dictionaries for Riesenhuber2, Tomaso Poggio1 natural images with binary tree-mixture models 1 M.I.T. 2 Georgetown University Matthias Bethge, Kilian Koepsell 71. Time-scales of temporal response in regular and Redwood Neuroscience Institute fast-spiking cortical neurons 57. How independent are the "Independent Giancarlo La Camera1, Alexander Rauch2, Walter Components" of natural images? Senn3, Stefano Fusi3, Dave Thurbon4, Hans R. Luescher3 Matthias Bethge 1 Lab of Neuropsychology, NIMH, NIH, Bethesda, Redwood Neuroscience Institute USA 2 Max Planck Institute for Biological Cybernetics, Tuebingen, Germany 3 Institute of Physiology, University of 58. Asynchronous synaptic transmission bolsters 4 Bern, Switzerland The Scripps Research Institute, La Jolla, persistent activity in neuronal networks CA 92037, USA Guo-Qiang Bi, Pakming Lau University of Pittsburgh 72. Parallel processing of multiple stimulus parameters and the emergence of combination sensitivity 59. On the Receptive Fields of Markov Random Fields Bruce A. Carlson, Masashi Kawasaki Michael J. Black, Stefan Roth University of Virginia Brown University 73. Responses of Anteroventral Cochlear Nucleus Cells 60. Temporal resolution of the visual system for to Tones in the Presence of Noise: Support for Temporal processing color, orientation, and color/orientation Models of Masked Detection conjunctions Laurel H. Carney Clara Bodelon, Mazyar Fallah, John H. Reynolds The Salk Institute 74. Experience-Dependent Frequency Map 61. THE EARLY VISUAL SYSTEM ONLY ADAPTS TO Reorganization Endures for at Least 20 Days IMAGE MEAN AND STANDARD DEVIATION Rafael A. Carrasco, Roshini Jain, Amanda C. Vincent Bonin, Valerio Mante, Matteo Carandini Puckett, Michael P. Kilgard, Pritesh K. Pandya, Christopher The Smith-Kettlewell Eye Research Institute L Heydrick, Alyssa McMenamy, Joanna Gibbons, Raluca 62. Mean theta phase of model CA1 pyramidal cell firing Moucha changes with location of synaptic stimuli University of Texas at Dallas Victoria Booth, Gina R. Poe 75. Activity-induced slow disinhibition in a cortical University of Michigan model of spatial working memory. 63. The correlation between the firing of individual MT Eugene S Carter, Xiao-Jing Wang neurons and behavioral response across different Volen Center. Brandeis University. directions of motion.

8 76. Evidence of top-down attentional control in the Psychology, University of Connecticut inferior temporal cortex 1 2 88. Maximizing Causal Information: A Theory of Yonghong Chen , Steven L. Bressler , Charles E. 3 1 Dynamic Processing in Visual Systems Schroeder , Mingzhou Ding 1 2 3 Dawei W. Dong University of Florida Florida Atlantic University Nathan Florida Atlantic University Kline Institute for Psychiatric Research 89. Relationship of Developmental Changes in Primary 77. More than 2: Multiple choice decision-making in Visual Cortical States to Sensory Coding humans and monkeys Sally Duarte, Nathan Rosecrans, Michael Weliky Churchland, Anne, Kiani, Roozbeh, Tam, Marcel, Michael N. University of Rochester Shadlen University of Washington 90. Functional consequences of altered network topology in temporal lobe epilepsy 78. The architecture of neural systems that structure 1 Jonas Dyhrfjeld-Johnsen , Vijayalakshmi sensory information 1 2 3 Santhakumar , Robert J. Morgan , Ramon Huerta , Lev Rhodri Cusack 3 1 Tsimring , Ivan Soltesz MRC CBU 1 Dept. of Anatomy & Neurobiology, UC-Irvine, Irvine, CA, 79. Emergence of a Dynamic Direction Selective Filter by USA 2 Dept. of Anatomy & Neurobiology, UC-Irvine, Irvine, Optimal Codeing of Natural Time Varying Images CA, USA. 3 Inst. for Nonlinear Science, UC-San Diego, La Mohammad Dastjerdi1, Dawei W. Dong2 Jolla, CA, USA 1 Center for Complex Systems, Florida Atlantic 91. Interacting Scene and Object Identification University 2 Center for Complex Systems, Folrida Atlantic Processes: Strongly Coupled Priors vs. Strongly University Coupled Likelihoods. 80. What Parrot Neurons Tell about in Control in Tina Ehtiati, James J. Clark Monkeys McGill University, Centre for Intelligent Machines. V. David, J.M. Herrmann, Theo Geisel 92. Task difficulty influences plasticity in primary Max-Planck Institute for Dynamics and Self-Organization, auditory cortex Goettingen Navzer D. Engineer, Crystal T. Novitski, Michael P. 81. Synaptic and Spiking Dynamics Underlying Kilgard, Amanda C. Puckett, Pritesh K. Pandya, Vikram Cognitive Flexibility Jakkamsetti, Raluca Moucha Gustavo Deco1, Edmund Rolls2 University of Texas at Dallas 1 Universitat Pompeu Fabra 2 University of Oxford 93. Oscillations and phase coding in excitatory- 82. Computing relative motion with complex cells inhibitory networks Babette K. Dellen, John W. Clark, Ralf Wessel Hugues Etienne Washington University in St. Louis INRIA, Nancy, France

83. Learning hierarchical generative models with spiking 94. Reinforcement Learning with Modulated Spike neurons Timing-Dependent Plasticity Sophie Deneve Michael A. Farries, Adrienne L. Fairhall Institut des Sciences Cognitives University of Washington

84. Combining stochastic models with intracellular 95. From synchrony to sparseness: Spike timing- recordings reveals dominant inhibitory conductances in dependent synaptic plasticity selects synchronous input cortical neurons of awake and naturally-sleeping ensembles for sparse coding animals Luca A. Finelli1, Maxim Bazhenov1, Mark Stopfer2, Terrence Alain Destexhe1, Igor Timofeev2, Michael Rudolph1 J. Sejnowski1, Gilles Laurent3 1 Integrative and Computational Neuroscience Unit, CNRS, 1 CNL, The Salk Institute for Biological Studies, La Jolla, CA, 91198 Gif-sur-Yvette, France 2 Department of Anatomy and USA 2 NICHD, NIH, Bethesda, MD, USA 3 Division of Physiology, Laval University, Quebec G1K7P4, Canada Biology, Caltech, Pasadena, CA, USA

85. Effects of stimulus transformations on perceived 96. Dynamical Changes in Spatial Frequency Tuning in functional properties of visual sensory neurons Lateral Geniculate Nucleus Alexander G. Dimitrov, Melissa A Sheiko, Jonathan L. Robert A Frazor, Valerio Mante, Vincent Bonin, Matteo Baker, Shih-Cheng Yen Carandini Montana State University Smith-Kettlewell Eye Research Institute

86. Dendritic Dependent Deterministic Gain Control 97. Multi-Spike Interactions in Spike-Timing-Dependent Brent Doiron1, W. Hamish Mehaffey2, Leonard Maler3, Ray Synaptic Plasticity W. Turner2 Robert C. Froemke1, Yang Dan2 1 Center for Neural Science, New York 1 University of California, San Francisco 2 University of Univeristy 2 Neuroscience Research Group, University of California, Berkeley Calgary 3 Dept. of Cellular and Molecular Medicine, 98. Learning and forgetting visuo-motor associations in University of Ottawa changing environments 87. Modelling Cochleotopic Map Shifts in Auditory Stefano Fusi1, Wael F. Asaad2, Earl K. Miller3, Xiao-Jing Cortex Wang4 Melissa Dominguez1, Suzanna Becker1, Ian Bruce2, Heather 1 Institute of Physiology, Bern, Switzerland and Volen Read3 Center, Brandeis University, Waltham, Massachusetts, 1 Department of Psychology, McMaster USA 2 Center for Learning & Memory, M.I.T., Cambridge, University 2 Department of Electrical and Computer MA and Program in Neurosurgery, Massachusetts General Engineering, McMaster University 3 Department of Hospital, 3 Center for Learning & Memory, M.I.T.,

9 Cambridge, MA, USA 4 Volen Center for Complex systems, 109. Model of Single Unit Extracellular Potentials Brandeis University, Wal Describes Waveforms of CA1 Neurons Recorded In Vivo Carl Gold1, Darrell Henze2, Gyorgy Buzsaki3, Christof Koch1 99. Touching the Void – Movement Intention Coding in 1 California Institute of Technology 2 Merck Research Posterior Parietal Cortex during an Anti-reach Task 3 Laboratoris Rutgers Center for Molecular and Behavior Alexander Gail, R.A. Andersen Neuroscience California Institute of Technology, Pasadena CA 110. Neuroinformatic Resources for the Information- 100. Neurophysiology of Prehension in Parietal Cortex: Theoretic Analysis of Spike Trains Digital Video Analyses of Trained and Natural Grasping David H. Goldberg, Jonathan D. Victor, Daniel Gardner Behaviors 1 2 1 Weill Medical College of Cornell University Esther P. Gardner , K. Srinivasa Babu , Daniel J. Debowy 1 Department of Physiology & Neuroscience, NYU School of 111. Time-warp-invariant pattern recognition with Medicine, New York, NY, USA 2 Dept. of Neurological bistable units Sciences, Christian Medical College, Vellore 632-004, India, Tim Gollisch and Department of Physiology & Neuroscience, NYU School Harvard University, Dept. of Molecular and Cellular Biology of Medicine, New York, NY, USA 112. The human brain as a large-margin classifier 101. Integrative dynamics of working memory. Phase Arnulf B.A. Graf, Felix A. Wichmann, Heinrich H. synchrony pattern and power spectral topography in an Buelthoff, Bernhard Schoelkopf N-back task Max Planck Institute for Biological Cybernetics Gaspar, Pablo, Bosman, Conrado, Aboitiz, Francisco 113. Experimental evidence for, and modeling of, Pontificia Universidad Catolica de Chile response field gain modulation as a mechanism for 102. Cercal Sensory System: A Precise Sense In Which sensory-motor adaptation in the posterior parietal The Tuning Curves Are Optimized cortex Michael Gastpar1, Bixio Rimoldi2 Bradley Greger, Marina Brozovic, Alexander Gail, R.A. 1 University of California, Berkeley 2 Swiss Federal Institute Andersen of Technology (EPFL), Lausanne Caltech

103. A Hierarchical Bayesian Model of Invariant 114. Kernel-based dependence detection in the Macaque Recognition in the Visual Cortex and Alternative visual cortex Explanations for Observed Cortical Phenomena Arthur Gretton1, Alex Smola2, Olivier Bousquet3, Ralf Dileep George1, Jeff Hawkins2 Herbrich4, Andrei Belitski1, Mark Augath1, Yusuke 1 Stanford University and Redwood Neuroscience Murayama1, Jon Pauls1, Bernhard Schoelkopf1, Nikos Institute 2 Redwood Neuroscience Institute Logothetis1 1 MPI for Biological Cybernetics 2 National ICT 104. A Bayesian Model of Invariant Pattern Recognition Australia 3 Pertinence France 4 Microsoft research in the Visual Cortex Dileep George1, Jeff Hawkins2 115. Kernel-based measures of dependence in the 1 Stanford University and Redwood Neuroscience Macaque visual cortex Institute 2 Redwood Neuroscience Institute Arthur Gretton1, Alex Smola2, Olivier Bousquet3, Ralf Herbrich4, Andrei Belitski1, Mark Augath1, Yusuke 105. Cortical Micro-circuits Derived from Bayesian Belief 1 1 1 Murayama , Jon Pauls , Bernhard Schoelkopf , Nikos Propagation Equations Match Anatomical Data 1 1 2 Logothetis Dileep George , Jeff Hawkins 1 2 1 MPI for Biological Cybernetics National ICT Stanford University & Redwood Neuroscience 3 4 2 Australia Pertinence, Paris Microsoft Research Insitute Redwood Neuroscience Institute Cambridge 106. Simple adaptive threshold models allow to predict 116. Motor Simulation for Endpoint Control spike times of pyramidal neurons under in-vivo like Xue Gu, Dana H. Ballard current injection with ms-precision 1 2 University of Rochester Wulfram Gerstner , Renaud Jolivet , Alexander Rauch3, Hans R. Luescher4 117. Using Physiological and Modeling Databases to 1 Ecole Polytechnique Federale de Lausanne (EPFL), Brain- Investigate the Role of Channel Density Variability in Mind Center and School of Computer and Communication Controlling Neuronal Dynamics. Sciences, CH-1015 Lausanne 2 Ecole Polytechnique Cengiz Gunay, Jeremy E. Edgerton, Dieter Jaeger Federale de Lausanne (EPFL) 3 University of Dept. Biology, Emory University Berne 4 University of Berne, Institute of Physiology 118. Cholinergic modulation controls spike generating 107. Spike-frequency adaptation and the collective dynamics in cortical neurons. dynamics of neurons: stability enhancement, global Boris S. Gutkin1, Klaus M Stiefel2, Terrence J. Sejnowski3 oscillations and a hypothesis on implications for 1 2 Computational Neurobiology Laboratory , The Salk learning Institute Biological Studies, La Jolla, CA, Guido Gigante, Maurizio Mattia, Paolo Del Giudice USA 3 Computational Neurobiology Laboratory , The Salk Istituto Superiore di Sanita\', Rome, Italy Institute Biological Studies, La Jolla, CA, USA and Department of Biology, U.C.S.D, La Jolla, CA, USA 108. Concurrent fMRI and EEG recordings support the auditory Asymmetric Sampling in Time theory. 119. The ups and downs of addiction: neurodynamics of Anne-Lise Giraud1, Helmuth Laufs2, Andreas Kleinschmidt2 positive and opponent processes lead to long-term 1 Laboratoire de neurosciences cognitives Dpartement nicotine addiction. dtudes cognitives, Paris, France 2 Cognitive Neurology Unit, Boris S. Gutkin1, Stanislas Dehaene2, Jean-Pierre Department of Neurology, J. W. Goethe University, Frankfurt Changeux1 am Main, Germany 1 3. URA CNRS D1284 «Récepteurs et Cognition», Institut Pasteur, Paris, France 2 2. INSERM-CEA unit 562

10 “Cognitive Neuroimaging”, Service Hospitalier Frédéric University of Toronto

120. STDP of Inhibitory Synapses in the Entorhinal 132. A computational model of human anterior Cortex: I. Electrophysiology prefrontal functions Julie S. Haas, Thomas Nowotny, H. D. I. Abarbanel Alexandre Hyafil, Emmanuel Guigon, Etienne Koechlin INLS, University of California, San Diego Inserm U742, Universite Pierre et Marie Curie, Paris, France 121. V1 disparity selective cells are most strongly modulated by non-physical stimuli 133. How Natural Environments Alter Spatial Information Ralf M. Haefner, Bruce G. Cumming in Acoustic Cues Laboratory of Sensorimotor Research, National Eye Institute, Antje Ihlefeld, Barbara G. Shinn-Cunningham National Institutes of Health Boston University

122. A population-based inference framework for 134. Visual Motion Processing in a Direction describing and understanding the temporal dynamics of Discrimination Task perisaccadic visual perception Mehrdad Jazayeri, J. Anthony Movshon Fred H. Hamker, Marc Zirnsak, Dirk Calow, Markus Lappe New York University Westf. Wilhelms-Universitaet Muenster 135. A Computational Model of Burst Spike Sequence 123. Biomechanics and Neural Control of Bipedal Generation within Songbird Nucleus HVC Locomotion Dezhe Z. Jin1, Fethi M. Ramazanoglu2, Sebastian Seung3 Joachim Hass, J.M. Herrmann, Theo Geisel 1 Department of Physics, The Pennsylvania State Max-Planck-Institute for Dynamics and Self-Organization University 2 Department of Physics, Massachusetts Institute of Technology 3 Department of Brain and Cognitive 124. Hippocampal rhythms affected by the GABAAR Sciences, Massachusetts Institute of Technology beta3 subunit Harald Hentschke1, Matthew I. Banks1, Mark G. 136. A NETWORK ARCHITECTURE UNDERLYING Perkins1, Gregg E. Homanics2, Robert A. Pearce1 SPARSENING OF NEURONAL REPRESENTATIONS 1 Department of Anesthesiology, University of Wisconsin, Ron Jortner1, Gilles Laurent2 Madison WI 53706, USA 2 Department of Anesthesiology, 1 Hebrew University in Jerusalem/ Caltech 2 Caltech University of Pittsburgh School of Medicine, Pittsburgh PA 137. Locomotive Network Modeling based on Identified 15261, USA Neurons in Zebrafish 125. Neural codes for multiple remembered spatial Jorge V. Jose, Knudsen D., D, Hill SA, McElligott locations in the primate frontal eye fields MB, Arsenault J, O’Malley Mark H. Histed, Earl K. Miller Picower Center, RIKEN-MIT Neurosci. Res. Center, and 138. A neural network model to understand the origin of Dept. of Brain and Cog. Sci, MIT syntactic structure in Bengalese finch 126. Role of colored noise in the detection of Joseph K. Jun, Dezhe Z. Jin synchronous spiking events in neural systems The Pennsylvania State University Thomas Hoch, Klaus Obermayer 139. Precisely-timed sequence of spontaneous UP-state Berlin University of Technology, Germany depolarization in a self-organized recurrent network 127. Plasma Membrane Expression of Genetically model Encoded Voltage Sensitive Fluorescent Proteins S. Kang1, K. Kitano2, Tomoki Fukai3 Ryota Homma, Bradley Baker, Lawrence Cohen, Efstratios 1 Brain Science Research Center, Tamagawa Kosmidis University 2 Department of Human and Computer Yale University Intelligence, Ritsumeikan University 3 Lab for Neural Circuit Theory, Brain Science Institute, RIKEN 128. Sparse and heterogeneous firing in the auditory cortex of unanesthetized rats 140. Soft spots in the functional architecture of the Tomas Hromadka1, Michael DeWeese2, Anthony M. Zador2 visual cortex 1 Watson School of Biological Sciences, Cold Spring Harbor Matthias Kaschube1, Michael Schnabel1, Klaus Laboratory 2 Cold Spring Harbor Laboratory Kreikemeier2, Hubert R. Dinse2, Ben Godde3, Karl-Friedrich Schmidt4, Siegrid Löwel4, Fred Wolf1 129. Adaptive Surround Modulation in Visual Cortical 1 Department of Nonlinear Dynamics, MPI for Dynamics and Area MT 2 1 1 2 Selforganization, Göttingen, Germany Institute of Xin Huang , Thomas D. Albright , Gene R. Stoner 3 1 Neuroinformatics, University of Bochum, Germany Jacobs Vision Center Laboratory, The Salk Institute, La Jolla, CA; 2 Center for Lifelong Learning, International University of Howard Hughes Medical Institute Vision Center 4 Bremen, Germany Leibniz-Institute for Neurobiology, Laboratory, The Salk Institute, La Jolla, CA Magdeburg, Germany 130. Using ‘read-out’ of object identity to understand 141. Emergence of frequency-sweep selectivity in object coding in the macaque anterior inferior temporal auditory cortex cortex 1 1 Christian Kasess, Calin Buia, Paul Tiesinga Chou Hung , Gabriel Kreiman , Rodrigo Quian- 2 2 1 Physics and Astronomy, University of North Carolina Quiroga , Alexander Kraskov , Tomaso Poggio , James DiCarlo1 142. Theoretical importance of temporal integration for 1 MIT 2 Caltech sound localization in everyday environments Kosuke Kawakyu1, Barbara G. Shinn-Cunningham2 131. Population Coding in a fast-changing world 1 1 2 Harvard-MIT Division of Health Sciences and Technology, Quentin J.M. Huys , Richard S. Zemel , Rama 2 2 1 Speech and Hearing Biosciences and Technology Boston Natarajan , 1 University Hearing Research Center Gatsby Computational Neuroscience Unit, University College London 2 Department of Computer Science, 143. Glycine receptors modulate dendritic input efficacy

11 in a manner that depends on postsynaptic firing rate in Germany CA1 pyramidal cells 155. Representation of tone in fluctuating maskers in the Tara Keck, John A. White ascending auditory system Department of Biomedical Engineering, Boston University Liora Las, Nachum Ulanovsky, Israel Nelken 144. Rapid sniffing mode switch in anticipation of Department of neurobiology, and the Interdisciplinary Center olfactory sampling for Neural Computation, Hebrew University. Adam Kepecs, Naoshige Uchida, Zachary F. Mainen 156. The contribution of physiological noise to dendritic Cold Spring Harbor Laboratory non-linearities. 145. STIMULUS SIZE CHANGES THE DYNAMICS OF Thomas Z. Lauritzen RETINO-TECTAL SIGNAL TRANSFER Redwood Neuroscience Institute, 1010 El Camino Real, Shaban Khanbabaie1, A.S. Mahani1, H. Luksch2, Ralf Suite 380, Menlo Park, CA 94025, USA Wessel1 1 2 157. The Hodgkin-Huxley Neuron as a Neuro-Modulator washington University in St.Louis,MO 63130 Institut für Aurel A. Lazar Biologie II,Aachen,Germany Columbia University 146. Population coding and decoding with energy filters 1 2 3 158. End-to-End Learning Models of Invariant Object Klam, F. , Richard S. Zemel , Alex Pouget 1 2 Recognition. College de France. Paris. University of Toronto. 1 1 2 3 Yann LeCun , Fu-Jie Huang , Leon Bottou Canada. University of Rochester 1 2 The Courant Institute, New York University NEC Labs 147. Independent coding dimensions of the optical America antennal lobe output neuron response 1 2 3 159. Decoding Plasticity at the Hippocampal Mossy Philipp Knsel , Mikael A. Carlsson , Tim C. Pearce , Bill S. 2 1 Fiber Synapse Hansson , Paul F.M.J. Verschure 1 2 1 1 2 Christian Leibold , Anja Gundlfinger , Katja Gebert , Marion ETH Zurich, Switzerland SLU Alnarp, 1 1 2 3 Moisel , Richard Kempter , Dietmar Schmitz Sweden University of Leicester, United Kingdom 1 Institute for Theoretical Biology, Humboldt Universitaet 148. Behaviors of the rat vibrissal system during an Berlin 2 NeuroScienceResearchCenter, Charite, object localization task: acuity, strategies, kinematics, Universitaetsmedizin Berlin and closed loop effects 160. Matching storage and recall for rate- and phase- Per Magne Knutsen, Maciej Pietr, Ehud Ahissar based autoassociative memories Department of Neurobiology, Weizmann Institute of Science, Mate Lengyel, Peter Dayan Israel Gatsby Computational Neuroscience Unit, UCL 149. An information-theoretic approach to cognitive 161. Dynamics and computation in an excitatory- control in the human prefrontal cortex inhibitory network Etienne Koechlin Alex Lewis, Li Zhaoping Inserm U742, Universite Pierre et Marie Curie, Paris, University College London France 162. Stable Propagation of Bursts In a 1D Homogeneous 150. Temporal precision and oscillations in the inputs Excitatory Synfire Chain and outputs of thalamic relay cells during natural Meng-Ru Li, Henry Greenside stimulation 1 2 2 Department of Physics, Duke University Kilian Koepsell , Yichun Wei , xin Wang , Qingbo Wang2, J.A. Hirsch2, Fritz Sommer1 163. Statistical Pattern Across Spectrally degraded 1 Redwood Neuroscience Institute 2 University of Southern Speech: Implication about speech processing for California Cochlear Implants Tianhao Li1, Qian-Jie Fu2 151. Gain control circuits underlie tuning of cortical 1 Biomedical Engineering Departmeny, University of neurons 2 Southern California DAIP, House Ear Institute Minjoon Kouh, Tomaso Poggio M.I.T. 164. Degree of linearity in auditory cortical responses is less plastic than form of linear receptive fields 152. Computational dynamics in an array of attractor 1 2 Jennifer F. Linden , Itzel Orduna , Eduardo networks applied to motor control 2 3 4 Mercado , Michael M. Merzenich , Maneesh Sahani Nedialko Krouchev, John Kalaska 1 2 3 4 UCL UB-SUNY UCSF Gatsby Computational Groupe de recherche en sciences neurologiques - CIHR, Neuroscience Unit, UCL Département de physiologie, Université de Montréal 165. A Neural Code Based on Theta and Gamma 153. Dynamics of random networks of spiking neurons Oscillations is Used for Different Functions in Different with conductance-based synapses 1 1 2 1 Brain Regions. Arvind Kumar , Sven Schrader , Stefan Rotter , Ad Aertsen 1 John Lisman, Sridhar Raghavachari Neurobiology & Biophysics, Institute of Biology III, Albert- 2 Brandeis University Ludwigs-University Freiburg, Germany Neurobiology & Biophysics, Institute of Biology III, Albert-Ludwigs-University 166. Decision choice readout in a large-scale brain Freiburg, Germany and Theory & Data Analysis, Institute for circuit: neural mechanisms underlying the decision Frontier Areas of Psychology and Mental Health Freiburg, threshold Germany Chung-Chuan Lo1, Xiao-Jing Wang2 1 Volen Center for Complex Systems, Brandeis 154. Dynamics of Cortical Macrocolumns - An Abstract University 2 Center for Complex Systems, Brandeis Derivation University Jörg Lücke Institut für Neuroinformatik, Ruhr-Universität Bochum, 167. Whole-cell recordings in HVC of the sleeping zebra

12 finch 180. Oscillations enhance the information efficiency of Michael A. Long, Michale S. Fee individual hippocampal pyramidal cells. MIT Douglas McLelland, Ole Paulsen 168. Making sense of graded olfactory stimuli University of Oxford Matthieu Louis1, Thomas Huber2, Thomas P. Sakmar2, Leslie 1 181. Toward a complete characterization of single B.Vosshall 1 neuron computation The Rockefeller University, Laboratory of Neurogenetics Rebecca Mease, Randall K. Powers, Marc Binder, Adrienne and Behavior 2 The Rockefeller University, Laboratory of L. Fairhall Molecular Biology and Biochemistry University of Washington 169. Decoding using a distributional code 182. Bistable network behavior of layer I interneurons in Brian Lundstrom, Adrienne L. Fairhall auditory cortex Department of Physiology and Biophysics, University of 1 2 1 Elliott B. Merriam , Theoden I. Netoff , Matthew I. Banks Washington 1 2 University of Wisconsin Boston University 170. Simultaneous encoding of envelope and fine 183. Non-linear signal processing in the cerebellum structure in human auditory cortex Jason Middleton, Andre Longtin, Leonard Maler Huan Luo, Yadong Wang, David Poeppel, Jonathan Z. University of Ottawa Simon University of Maryland 184. Coherent Oscillations Mediate an Innate Number Sense in a Computer Model 171. Visual information is used throughout a rapid point Jeremy A. Miller, Mark C. Flynn, Garrett T. Kenyon to constrain precision Los Alamos National Laboratory, Biological and Quantum Anna Ma-Wyatt, Suzanne P. McKee Physics Group (P-21) The Smith-Kettlewell Eye Research Insitute 185. Search for optimal measure to discriminate spike 172. A simple recipe for building line attractors trains with different randomness Christian Machens, Carlos Brody 1 2 3 Keiji Miura , Masato Okada , Shigeru Shinomoto Cold Spring Harbor Laboratory 1 2 Kyoto University / RIKEN BSI / JST PRESTO University 173. Phase-derived time frequency representations of Tokyo / JST PRESTO / RIKEN BSI 3 Kyoto University Marcelo O. Magnasco1, Timothy J. Gardner2 186. Using learned attractors for timing and 1 Rockefeller University 2 MIT identification of transient sensory signals 174. Motion repulsion arises from stimulus statistics Samat Moldakarimov1, James L. McClelland2, Carson C. when analyzed with a clustering algorithm Chow3 Alireza S Mahani, Anders E Carlsson, Ralf Wessel 1 Center for the Neural Basis of Cognition, University of Physics Dept, Washington University in St. Louis Pittsburgh 2 Center for the Neural Basis of Cognition, Carnegie Mellon University 3 NIH/NIDDK/LBM 175. Surface color perception in three-dimensional scenes with non-uniform spatial and spectral 187. GENETIC ALGORITHM OPTIMIZATION OF distribution of illumination NEURONAL PROPERTIES AND SYNAPTIC TIMING TO Laurence T. Maloney1, Katja Doerschner1, Huseyin Boyaci2 REPRODUCE MOTONEURON DISCHARGE SYNCHRONY 1 New York University 2 University of Minnesota Anna T. Moritz1, Roger M. Enoka2, Randall K. Powers1 1 University of Washington, Seattle 2 University of Colorado, 176. THE IMPORTANCE OF GAIN CONTROL IN Boulder NATURAL VISION Valerio Mante, Vincent Bonin, Matteo Carandini 188. Dynamical State Representation in Posterior Smith-Kettlewell Eye Research Institute Parietal Cortex: Encoding and Decoding Grant H. Mulliken, Sam Musallam, R.A. Andersen 177. Computational role of excitability\'s modulation in California Institute of Technology working memory mechanisms Maria Markaki1, Stelios Orphanoudakis2 189. On the Factors Effecting Binaural Advantage in 1 Computer Science Department, University of Crete, Speech Intelligibility Greece 2 Institute of Computer Science (ICS-FORTH) and Mor Nahum, Ariel Rokem, Israel Nelken, Merav Ahissar Computer Science Department, University of Crete, Greece Hebrew University of Jerusalem

178. Prior probability represented in face sensitive 190. Gamma band synchronization between frontal and regions in human brain parietal areas correlated with perceptual switching Sean Marrett1, Hauke Heekeren2, Douglas Ruff3, Peter Hironori Nakatani, Cees van Leeuwen Bandettini4, Leslie G. Ungerleider4 RIKEN Brain Science Institute 1 Functional MRI Facility, NIMH/NIH, Bethesda, MD, 191. Dual Time-Scales in Cortical Decoding: Time- USA 2 Berlin NeuroImaging Center, Charite, Humboldt 3 course of Integration and Temporal Resolution in the University, Berlin, Germany Lab of Brain and 4 Neural Discrimination of Natural Stimuli Cognition Lab of Brain and Cognition, NIMH/NIH, Rajiv Narayan, Kamal Sen Bethesda, MD. USA Hearing Research Center, Dept. of Biomedical Engineering, 179. EXTRACTING THE INFORMATION OF VISUAL Boston University STIMULI FROM A SINGLE-TRIAL ACTIVITY OF A 192. The Impact of Subthreshold Action Potential NEURONAL POPULATION IN THE INFERIOR- Threshold Adaptation on Neural Coding TEMPORAL CORTEX 1 2 3 1 1 Bjrn Naundorf , Maxim Volgushev , Fred Wolf Narihisa Matsumoto , Yasuko Sugase-Miyamoto , Masato 1 2 Max-Planck Institute for Dynamics and Self-Organization Okada 2 1 Gttingen, Germany Dept. of Neurophysiology, Ruhr- National Institute of Advanced Industrial Science and 3 2 University of Bochum, Germany Max-Planck Institute for Technology University of Tokyo

13 Dynmics and Self-Organization, Gttingen, Germany and microcircuitry in the awake auditory cortex Hysell Oviedo, Anthony M. Zador 193. Smooth Stimuli, Brisk Spikes: Neural Coding of Cold Spring Harbor Laboratory Natural Signals Ilya Nemenman1, William Bialek2, Rob de Ruyter van 205. Inferring prior probabilities from Bayes-optimal Steveninck3 behavior 1 Columbia University 2 Princeton University 3 Indiana Liam Paninski University Gatsby Computational Neuroscience Unit, University College London 194. Predicting the dynamics of small networks from simple measurements in the constituent neurons 206. The most likely voltage path and large deviations Theoden I. Netoff, Dmitri Pervouchine, Corey D. approximations for integrate-and-fire neurons Acker, Nancy Kopell, John A. White Liam Paninski Boston University Gatsby Computational Neuroscience Unit, University College London 195. Unlike MT, disparity selective V1 neurons show no significant choice probabilities in a binocular correlation 207. Improved numerical methods for computing task. likelihoods in the stochastic integrate-and-fire model Hendrikje Nienborg, Bruce G. Cumming Liam Paninski1, Adrian Haith2, Jonathan W. Laboratory of Sensorymotor Research, National Eye Pillow3, Christopher Williams2 Institute, National Institute of Health 1 Gatsby Computational Neuroscience Unit, University College London 2 University of Edinburgh 3 New York 196. Motivational effects on behavior: Towards a University reinforcement learning model of rates of responding Yael Niv1, Nathaniel D. Daw2, Daphna Joel3, Peter Dayan2 208. Comparison of power and tractability of neural 1 Interdisciplinary Center for Neural Computation, Hebrew encoding models that incorporate spike-history University and Gatsby Computational Neuroscience Unit, dependence UCL 2 Gatsby Computational Neuroscience Unit, Liam Paninski1, Jonathan W. Pillow2, Eero P. Simoncelli2 UCL 3 Department of Psychology, Tel Aviv University 1 Gatsby Computational Neuroscience Unit, University College London 2 Center for Neural Science, New York 197. STDP of Inhibitory Synapses in the Entorhinal University Cortex: II. Implications for network function Thomas Nowotny, Julie S. Haas, H. D. I. Abarbanel 209. A comparison of dynamic neural representations of INLS, University of California, San Diego value in monkey amygdala with emotional learning induced by trace conditioning 198. Network state-dependent operation of excitatory J.J. Paton, M.A. Belova, S.E. Morrison, C.D. Salzman synapses in the hippocampus Columbia University Zoltan Nusser, Ágota A. Biró Laboratory of Cellular Neurophysiology, Institute of 210. Exceptional Sensitivity Enhancement during Early Experimental Medicine, Budapest Olfactory Processing Tim C. Pearce1, Josie A. Mackenzie1, Qian Han2, Takuma 199. Persistent neural activity in a bilateral neural 2 1 1 Takanashi , Niels Skals , Anna-Carin Backman , Bill S. integrator model 1 1 2 2 Hansson Itsaso Olasagasti , Emre Aksay , Guy Major , David 1 2 2 1 University of Leicester Swedish University of Agricultural Tank , Mark Goldman 1 2 Sciences Wellesley College Princeton University 211. Optimal Spike Pattern Detection Leads to STDP 200. Receptive Field Models Fail to Predict Responses 1 1 Jean-Pascal Pfister , Taro Toyoizumi , David of V1 Neurons to Natural Movies 2 1 1 2 2 Barber , Wulfram Gerstner Bruno A. Olshausen , Jonathan L. Baker , Shih-Cheng Yen 1 1 2 School of Computer and Communication Sciences, Brain- UC Davis/Redwood Neuroscience Institute Montana 2 Mind Institute, EPFL IDIAP, CH-1920 Martigny State University, Bozeman 212. Modeling multineuronal responses in primate 201. Vocal experimentation in the juvenile songbird is retinal ganglion cells produced by a basal ganglia circuit 1 2 3 1 2 2 Jonathan W. Pillow , Jonathon Shlens , Liam Paninski , E.J. Bence Olveczky , Aaron Andalman , Michale S. Fee 4 1 1 2 Chichilnisky , Eero P. Simoncelli Harvard-MIT MIT 1 2 3 4 NYU UCSD Gatsby Comp Neurosci Unit The Salk 202. Estimation of distribution of membrane resistance Institute in hippocampal CA1 pyramidal neuron 1 2 213. Visual Acuity in the presence of Fixational Eye Toshiaki Omori , Toru Aonishi , Hiroyoshi 3 3 4 Movements Miyakawa , Masashi Inoue , Masato Okada 1 1 2 1 Xaq Pitkow , Markus Meister , Haim Sompolinsky PRESTO, Japan Science and Technology Agency/Brain 1 2 2 Harvard University Hebrew University Science Institute, RIKEN Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of 214. The origin of cross-orientation suppression in Technology/Brain Science Institute, RIKEN 3 School of Life primary visual cortex Science, Tokyo University of Pharmacy and Life Nicholas Priebe, David Ferster Science 4 Graduate School of Frontier Sciences, The Northwestern University University of Tokyo/PRESTO, Japan Science and 215. Probabilistic Inference using Populations of Technology Agency/Brain Science Institute, RIKEN Spiking Neurons 203. Role of auditory cortex in perceptual decisions Rajesh P. N. Rao Gonzalo H. Otazu, Anthony M. Zador University of Washington Cold Spring Harbor Laboratory 216. Despite its perceptual consequences, vertical 204. The relationship between inter-neuronal correlation disparity may not be represented by the visual system

14 Jenny Read, Bruce G. Cumming Philip N. Sabes, Sen Cheng Lab of Sensorimotor Research, NEI, NIH UCSF

217. A network model for the rapid formation of binary 231. Contribution of Binaural Mechanisms to Spatial sparse representations of sensory inputs Unmasking Martin Rehn1, Fritz Sommer2 Satyavarta1, Barbara G. Shinn-Cunningham2 1 KTH, Stockholm, Sweden 2 Redwood Neurosci Inst., 1 Department of Cognitive and Neural Systems, Boston Menlo Park, CA, USA University 2 Depts. of Cognitive and Neural Systems and Biomedical Engineering, Boston University 218. A reverse-correlation method to asses fine spatial structure of MT receptive fields 232. Sensing interval affects stimulus encoding in the Micah Richert1, Bart Krekelberg2, Tom Albright2 active electrosensory system of mormyrid fish 1 UC San Diego 2 Salk Institute Nathaniel Sawtell1, Alan Williams1, Curtis C. Bell1, Patrick D. Roberts1, Gerhard von der Emde2 219. Odor Representation in the Olfactory Bulb of 1 2 OHSU Bonn Behaving Mice Dima Rinberg1, Alex Koulakov2, Fred Ollinger1, Alan 233. Learning intrinsic excitability in medium spiny Gelperin1 neurons 1 Monell Chemical Senses Center 2 Cold Spring Harbor Gabriele Scheler Laboratory ISLE

220. Stability conditions for the dynamic regulation of 234. Asymmetric Premotor Recruitment in Left and Right plasticity in electrosensory processing Hemispheres during Production of a Vocal Motor Patrick D. Roberts1, Gerardo Lafferriere2, Nathaniel Behavior Sawtell3, Alan Williams3, Curtis C. Bell3 Marc F. Schmidt, Paul Nealen 1 Neurological Sciences INstitute, OHSU 2 Portland State University of Pennsylvania University 3 Neurological Sciences Institute, OHSU 235. From pairs to populations - correlations and 221. Unipolar brush cells can prolong the delayed information in networks of neurons representation of cerebellar mossy-fiber input. Elad Schneidman, Michael J. Berry, William Bialek Patrick D. Roberts Princeton University Neurological Sciences INstitute, OHSU 236. Tuning to Natural Stimulus Dynamics in Primary 222. How the brain generates movement Auditory Cortex Uri Rokni1, Haim Sompolinsky2 J. W. H. Schnupp, J. A. Garcia-Lazaro, Bashir Ahmed 1 MIT 2 Hebrew University University of Oxford

223. State Analysis of Visual Cortical Network Dynamics 237. Internal models for object manipulation: Nathan Rosecrans, Sally Duarte, Michael Weliky Determining optimal contact locations University of Rochester Paul R. Schrater, Erik J. Schlicht University of Minnesota 224. Coding Cortical Hierarchies Using Projection Pursuit 238. Localization of Neural Activity Conatntin Rothkopf, Dana H. Ballard, Jonathan Hecke Schrobsdorff1, Vincent David1, Joachim Hass1, J.M. Shaw, Madhur Ambastha Herrmann2, Theo Geisel3 University of Rochester 1 MPI for Dynamics and Self-Organization 2 GA University Goettingen Insitute for Nonlinear Dynamics 3 MPI for 225. Learning rules for unsupervised perceptual Dynamics and Self-Organization, GA University Goettingen learning 1 1 2 Insitute for nonlinear Dynamics Conatntin Rothkopf , Ma, W.J., , P.E. Latham , Bavelier, D.1, Alex Pouget1 239. An inter-areal feedback model of contextual effects 1 University of Rochester 2 Gatsby Computational in macaque striate cortex Neuroscience Unit. London Lars Schwabe1, Alessandra Angelucci2, Klaus Obermayer1, Paul Bressloff3 226. The interplay between delay and patterns of 1 Fak IV - Electrical Engineering and Computer Science, connectivity shapes spatio-temporal dynamics of FR2-1,TU Berlin, Franklinstr. 28/29, 10587 Berlin, neuronal networks 2 Germany Department of Ophthalmology and Visual Alex Roxin, Nicolas Brunel, David Hansel 3 Science, Department of Mathematics, Univ of Utah, Salt CNRS, Neurophysics and Physiology Lake City, Utah 84112 227. Stable bump states without Mexican Hat 240. Population Decoding in the Archer Fish Retina connectivity in a Rate Model Ronen Segev, Elad Schneidman, Jason Puchalla, Rob Alex Roxin, Nicolas Brunel, David Hansel Harris, Michael J. Berry CNRS - Neurophysics and Physiology Princeton University 228. Circuit mechanisms of memory formation during 241. Learning difficult tasks using bounded synapses classical conditioning in the rat. 1 2 balances excitation and inhibition and equalizes Simon Rumpel , Joseph LeDoux , Anthony M. 1 1 synaptic weights Zador , Roberto Malinow 1 2 Walter Senn, Stefano Fusi Cold Spring Harbor Laboratory New York University Institute of Physiology, University of Bern, Switzerland 229. Achieving Dendritic Democracy by Anti-STDP in 242. Decoding the second order statistics of neural Morphologically Accurate Neuron Models population responses Clifton C. Rumsey, L.F. Abbott 1 2 3 Peggy Series , Alex Pouget , P.E. Latham Brandeis University 1 2 Gatsby Computational Neuroscience Unit, UCL BCS, 230. Credit Assignment in Reach Adaptation University of Rochester 3 Gastby Computational

15 Neuroscience Unit, UCL 1 Department of Neuroscience, Baylor College of Medicine 2 Department of Neuroscience, Howard Hughes 243. Learning a dictionary of shape-components in Medical Institute, Baylor College of Medicine visual cortex Thomas Serre, Tomaso Poggio 258. Contrast dependant center-surround interactions in M.I.T. macaque area V4 Kristy A Sundberg, Jude F Mitchell, John H. Reynolds 244. Implications of neuronal heterogeneity on Systems Neurobiology Lab, The Salk Institute population coding Maoz Shamir, Haim Sompolinsky 259. The role of auditory cortex in frequency Racah Institue of Physics, The Hebrew University discrimination behavior of rats Lung-Hao Tai1, Anthony M. Zador2 245. Auditory streaming and the spectrotemporal 1 Graduate Program in Neuroscience, SUNY Stony analysis of sound in the cortex 2 Brook Cold Spring Harbor Laboratory Shihab Shamma, Mounya Elhilali University of Maryland 260. Predicting reach goal in a continuous workspace for real-time use in a brain-controlled neural prosthesis. 246. Temporal Sparse Coding with Spiking Neurons Dawn M. Taylor without Synchronous Firing Case Western Reserve University Jonathan Shaw University of Rochester 261. Altered Resting State Functional Network of Anterior Cingulate Cortex in Adolescents with Attention- 247. How architecture restricts spiking patterns in Deficit/Hyperactivity Disorder networks of phase oscillators 1 1 2 1 2 2 Lixia Tian , Tianzi Jiang , Yufeng Wang , Yufeng Eric T. Shea-Brown , Kresimir Josic , Martin Golubitsky 1 1 1 1 1 Zang , Yong He , Meng Liang , Manqiu Sui , Qingjiu Courant Institute of Mathematical Sciences and Center for 1 1 2 Cao , Miao Peng Neural Science, New York Univ. Dept. of Mathematics, 1 National Laboratory of Pattern Recognition, Institute of Univ. of Houston Automation, Chinese Academy of Sciences, Beijing 100080, 248. Population Coding of Odor Mixtures by Principal P. R. China 2 Institute of Mental Health, Peking University, Neurons of the Antennal Lobe Beijing 100083, P. R. China Kai Shen, Gilles Laurent 262. Stimulus competition by inhibitory interference in California Institute of Technology cortical area V4 249. A model of the locust antennal lobe Paul Tiesinga Ehud Sivan, Nancy Kopell Boston University 263. Emergent properties of stochastic recurrent 250. Two-Dimensional Time Coding in the Auditory networks trained to perform context-dependent Brainstem sensorimotor transformations Sean Slee, Matthew Higgs, Adrienne L. Fairhall, William Emanuel Todorov Spain UCSD U. of Washington, Biophysics Dept. 264. Spike Patterns: Generation and Roles in Cortical 251. Information Processing and Neuromodulation in Information Processing Primary Auditory Cortex: A Computational Study J. Vincent Toups, Paul Tiesinga Gabriel Soto, Nancy Kopell, Kamal Sen University of North Carolina at Chapel Hill Boston University 265. Application of cascade analysis to simultaneously 252. Testing Synchronous Firing: A Framework of recorded motor-cortical, cerebellar, and EMG data Methods Ben Townsend1, Liam Paninski2, Roger Lemon1 Peter N. Steinmetz 1 University College London 2 Gatsby Computational Arizona State University Neuroscience Unit, University College London

253. Explicit cortical representations of probabilities are 266. Optimal spike-timing dependent learning rule that not necessary for an optimal perceptual behavior maximizes information transmission Alan Stocker, Eero P. Simoncelli Taro Toyoizumi1, Jean-Pascal Pfister2, Kazuyuki New York University Aihara3, Wulfram Gerstner2 1 I&C and Brain-mind institute, EPFL 2 I&C and Brain-mind 254. Modelling hippocampal map realignment by institute, EPF 3 Graduate School of Information Science and interactions between path integration and visual cues Technology, The University of Tokyo Thomas Strösslin, Ricardo Chavarriaga, Denis Sheynikhovich, Wulfram Gerstner 267. Decision making and movement planning under Brain and Mind Centre, EPFL, 1015 Lausanne, Switzerland risk Julia Trommershäuser1, Laurence T. Maloney2, Michael S. 255. Surround Suppression Through Cortical Feedback 2 Landy Thomas J. Sullivan, Virginia R. de Sa 1 Department of Psychology, Giessen University of California San Diego 2 University Department of Psychology and Center for 256. Dynamic synapses: Mechanisms of target-cell Neural Science, New York University specific differences in synaptic short-term plasticity 268. Development of retinotectal/collicular maps as Hua Yu Sun, Lynn E. Dobrunz optimization process University of Alabama at Birmingham Dmitry Tsigankov, Alex Koulakov 257. A role for time-dependent spike decoding in the Cold Spring Harbor Labaratory detection of visual motion 1 2 1 269. A general model of multiplicative attentional Ping Sun , John H.R. Maunsell , Fabrizio Gabbiani modulation of the receptive field structure

16 Tzvetomir Tzvetanov1, Thilo Womelsdorf2, Stefan Treue1 282. Trading space for time: a short-term memory 1 German Primate Center, Kellnerweg 4, Goeetingen, mechanism Germany 2 FC.Donders Centre for Cognitive Neuroimaging, Olivia L. White1, Haim Sompolinsky2 University of Nijmegen, Netherlands 1 Harvard University 2 Hebrew University

270. A role for uncertainty in collinear facilitation 283. Dynamic computations in network models of the Preeti Verghese, Yury Petrov, Suzanne P. McKee olfactory bulb Smith Kettlewell Eye Research Institute Martin T. Wiechert, Benjamin Judkewitz, Rainer W. Friedrich Max Planck Institute for Medical Research 271. Broadband inhibition at the level of the mammalian cochlear nucleus as a possible mechanism for 284. How categories may emerge from continuous comodulation masking release distributions of population activation: Dynamic Field Jesko L Verhey1, Stephan Ernst1, Veronika Neuert2, Ian M Theory of categorical and continuous responding Winter2 Claudia Wilimzig, Gregor Schöner 1 Physics, Carl von Ossietzky University of Oldenburg, Institut für Neuroinformatik, Ruhr-University of Bochum, Oldenburg, Germany 2 Physiology, Cambridge University, Germany Cambridge, United Kingdom 285. Label-matching rather than neighbour-matching 272. A MODEL FOR THE GENERATION OF FIRING underlies the formation of ordered maps of nerve FIELDS ON HIPPOCAMPAL CA3 PLACE CELLS USING connections OPPONENT PROCESSING ON A SELF-ORGANIZING David Willshaw NEURAL NETWORK. Institute for Adaptive and Neural Computation, University of Renan Wesley Farinazzo Vitral Edinburgh, UK 1)NIPAN, Department of Physiology, Biological Sciences 286. What is the functional role of adult neurogenesis in Institute, Federal University of Juiz de Fora, MG, Brazil, the hippocampus? 36.036-330. 2)Department of Cognitive and Neural Systems, 1 1 2 Laurenz Wiskott , Malte Rasch , Gerd Kempermann Boston University, US. 1 Humboldt-University Berlin, Institute for Theoretical 273. Synaptic Currents vs. Synaptic Conductances in Biology 2 Max-Delbrück-Center and Charité, Berlin Networks. Which is better? 287. Neurophysiological effects of microstimulation in Tim Vogels, Clifton C. Rumsey, L.F. Abbott rat somatosensory thalamus Brandeis University 1 1 1 2 Shaohua Xu , Lei Li , Joseph T. Francis , John K. Chapin 274. Sequential memory based on neuronal populations 1 SUNY Downstate Medical Center 2 SUNY Downstate Horatiu Voicu Medical Cente University of Texas-Houston 288. Incorporating prior probability into decision-making 275. Shunting inhibition and electrical coupling in a in the face of uncertain reliability of evidence spatially extended model neuron Tianming Yang1, Timothy D. Hanks2, Mark Mazurek1, Maria C. van Vreeswijk McKinley1, John Palmer1, Michael N. Shadlen1 CNRS, Paris France 1 University of Washington 2 University of Washinton

276. Mechanism of differential effects of single amacrine 289. Neural representation of the probability distribution cells on different ganglion cell types of co-occurrences of stimulus variables in natural Saskia E J de Vries, Markus Meister scenes Harvard University Zhiyong Yang, Dale Purves Duke University 277. Sustained Firing Evoked by Preferred Stimuli in Auditory Cortex 290. Extracting Dynamical Structure Embedded in Motor Xiaoqin Wang1, Thomas Lu1, Ross K. Snider2, Li Liang1 Preparatory Activity 1 Johns Hopkins University 2 Montana State University Byron M. Yu1, Afsheen Afshar1, Gopal Santhanam1, Stephen I. Ryu1, Krishna V. Shenoy1, Maneesh Sahani2 278. Estimating the spiking surface of a neuron using 1 Stanford University. 2 Gatsby Computational non-linear dimensionality reduction Barry Wark1, Adrienne L. Fairhall2 Neuroscience Unit, UCL

1 Program in Neurobiology and Behavior, University of 2 291. Feedback-Directed State Transition for Recursive Washington, Seattle. Department of Physiology and Bayesian Estimation of Goal-Directed Trajectories Biophysics, University of Washington, Seattle. Byron M. Yu, Gopal Santhanam, Stephen I. Ryu, Krishna V.

279. Post-excitatory Suppression Dictates the Dynamics Shenoy of Adaptation in Barrel Cortex Stanford University 1 2 Roxanna M. Webber , Garrett B. Stanley 292. Encoding Pheromone Information in the 1 Harvard-MIT Division of Health Sciences and 2 Vomeronasal Organ Technology Harvard University C. Ron Yu1, Michelle M. Kim2, Junichi Nakai3, Masamichi 4 1 280. Synaptic mechanisms of forward masking in rat Ohkura , Richard Axel 1 Stowers Institute for Medical Research 2 Columbia auditory cortex. 3 4 Michael S. Wehr, Anthony M. Zador University RIKEN Brain Science Institute Kyushu Cold Spring Harbor Laboratory University of Health and Welfare

281. A theory of cerebellum-dependent motor learning 293. Representational pursuit: Population codes for dynamic environments and timing based on rebound conductances in deep 1 1 cerebellar nuclei neurons Richard S. Zemel , Rama Natarajan , Quentin J.M. Huys2, Peter Dayan2 Daniel Z. Wetmore, Eran A. Mukamel, Mark J. Schnitzer 1 2 Stanford University University of Toronto Gatsby, UCL

294. Representing part-whole hierarchies in recurrent

17 neural networks Hearing Research Center, Boston University Valentin Zhigulin, Viren Jain, Sebastian Seung 297. Associative memory of natural images in binary Massachusetts Institute of Technology sparse coding 295. Combining Cues for Boundary Detection Using the Junmei Zhu "Mixture of Specialists" Model University of Memphis Chunhong Zhou, Bartlett W. Mel 298. A New Algorithm for Large Scale Multicompartment Department of Biomedical Engineering, University of Simulations Southern California Yu Zhuang 296. A model study of the effect of Texas Tech University afterhyperpolarization on the response dynamics of auditory neurons Yi Zhou, H. Steven Colburn

18 Author Index

H. D. I. Abarbanel [email protected] 120, 197 L.F. Abbott [email protected] 27, 229, 273 Francisco Aboitiz [email protected] 101 Corey D. Acker [email protected] 39, 194 Carlos Acuña [email protected] 40 Ad Aertsen 153 Afsheen Afshar [email protected] 13, 290 John Agapiou [email protected] 41 Ehud Ahissar [email protected] 148 Merav Ahissar 189 Bashir Ahmed [email protected] 236 Misha Ahrens [email protected] 42 Kazuyuki Aihara [email protected] 266 Emre Aksay [email protected] 199 Thomas D. Albright [email protected] 129 Tom Albright [email protected] 218 Zane Aldworth [email protected] 43 Madhur Ambastha 224 Aaron Andalman [email protected] 201 R.A. Andersen [email protected] 36, 66, 99, 113, 188 Mike Anderson 12 Charles H. Anderson [email protected] 44 Alessandra Angelucci [email protected] 239 Toru Aonishi [email protected] 202 O’Malley Arsenault J 137 Wael F. Asaad [email protected] 98 Hiroki Asari [email protected] 45 Robin C. Ashmore [email protected] 46 Mark Augath 114, 115 Bruno Averbeck [email protected] 47 Yuval Aviel [email protected] 48 Richard Axel 292 Leslie B.Vosshall 168 K. Srinivasa Babu [email protected] 100 Anna-Carin Backman 210 Jonathan L. Baker [email protected] 49, 85 Bradley Baker [email protected] 127 Jonathan L. Baker [email protected] 200 Vijay Balasubramanian [email protected] 28 Dana H. Ballard [email protected] 116, 224 Peter Bandettini 178 Sharba Bandyopadhyay [email protected] 50 Matthew I. Banks [email protected] 124, 182 O. Bar-Yosef 12 David Barber [email protected] 211 Pierre Baudot [email protected] 17 Liz Bauer [email protected] 9 D. Bavelier 225 Maxim Bazhenov [email protected] 95 J. Beck [email protected] 26, 51 Suzanna Becker [email protected] 52, 87 Andrei Belitski 114, 115 Anthony J. Bell [email protected] 24 Curtis C. Bell [email protected] 220, 232 M.A. Belova [email protected] 53, 209 Sliman J. Bensmaia [email protected] 35 Nick Bentley [email protected] 54 Andrea Benucci [email protected] 10 Pietro Berkes [email protected] 55

19 Michael J. Berry [email protected] 33, 68, 235, 240 Matthias Bethge [email protected] 56, 57 Guo-Qiang Bi [email protected] 58 William Bialek [email protected] 193, 235 Marc Binder [email protected] 181 Ágota A. Biró [email protected] 198 Eric Bittman [email protected] 69 Michael J. Black [email protected] 59 Clara Bodelon [email protected] 60 Vincent Bonin [email protected] 61, 96, 176 Victoria Booth [email protected] 62 William H. Bosking [email protected] 63 Conrado Bosman [email protected] 101 Leon Bottou [email protected] 158 Olivier Bousquet [email protected] 114, 115 Huseyin Boyaci [email protected] 175 Christine Bredfeldt [email protected] 64 Steven L. Bressler [email protected] 76 Paul Bressloff 239 Scott L. Brincat [email protected] 65 Carlos Brody [email protected] 172 E.N. Brown 53 Marina Brozovic [email protected] 66, 113 Ian Bruce [email protected] 87 Nicolas Brunel [email protected] 226, 227 Heinrich H. Buelthoff [email protected] 112 Calin Buia [email protected] 67, 141 C. Andrew Burlingame [email protected] 68 Fiona J. Burnell [email protected] 68 Will Bush [email protected] 69 Daniel A. Butts [email protected] 11 Gyorgy Buzsaki [email protected] 109 Carmen Cadarso-Suárez 40 Charles Cadieu [email protected] 70 Dirk Calow [email protected] 122 Giancarlo La Camera [email protected] 71 Qingjiu Cao 261 Matteo Carandini [email protected] 10, 61, 96, 176 Bruce A. Carlson [email protected] 72 Mikael A. Carlsson [email protected] 147 Anders E Carlsson [email protected] 174 Laurel H. Carney [email protected] 73 Rafael A. Carrasco rafael2@utdalas 74 Eugene S Carter [email protected] 75 Jean-Pierre Changeux [email protected] 119 John K. Chapin 287 Ricardo Chavarriaga [email protected] 254 Gal Chechik [email protected] 12 Yonghong Chen [email protected] 76 Sen Cheng [email protected] 230 E.J. Chichilnisky 212 Carson C. Chow [email protected] 186 Mark M Churchland [email protected] 13 Anne Churchland [email protected] 77 John W. Clark [email protected] 82 James J. Clark [email protected] 91 Y. E. Cohen [email protected] 66 Lawrence Cohen [email protected] 127 H. Steven Colburn [email protected] 296 Charles E. Connor [email protected] 65 James Coughlan [email protected] 29 Bruce G. Cumming [email protected] 64, 121, 195, 216 Rhodri Cusack [email protected] 78

20 Hill SA D [email protected] 137 Knudsen D. [email protected] 137 Anders M. Dale [email protected] 32 Yang Dan 1, 97 Mohammad Dastjerdi [email protected] 79 V. David [email protected] 80 Vincent David [email protected] 238 Nathaniel D. Daw [email protected] 14, 196 Peter Dayan [email protected] 14, 131, 160, 196, 293 Isabel Dean [email protected] 15 Daniel J. Debowy [email protected] 100 Christopher deCharms 22 Gustavo Deco [email protected] 81 Stanislas Dehaene [email protected] 119 Babette K. Dellen [email protected] 82 Sophie Deneve [email protected] 83 Alain Destexhe [email protected] 84 Michael DeWeese [email protected] 16, 128 James DiCarlo 130 Alexander G. Dimitrov [email protected] 43, 85 Mingzhou Ding 76 Hubert R. Dinse 140 Lynn E. Dobrunz [email protected] 256 Katja Doerschner [email protected] 175 Brent Doiron [email protected] 86 Melissa Dominguez [email protected] 87 Dawei W. Dong [email protected] 79, 88 Sally Duarte [email protected] 89, 223 Jonas Dyhrfjeld-Johnsen [email protected] 90 Jeremy E. Edgerton 117 Tina Ehtiati [email protected] 91 Mounya Elhilali [email protected] 245 Gerhard von der Emde 232 Navzer D. Engineer [email protected] 92 Roger M. Enoka [email protected] 187 Stephan Ernst [email protected] 271 Hugues Etienne [email protected] 93 Adrienne L. Fairhall [email protected] 68, 94, 169, 181, 250, 278 Mazyar Fallah [email protected] 60 Michael A. Farries [email protected] 94 Michale S. Fee [email protected] 167, 201 David Ferster [email protected] 214 Luca A. Finelli [email protected] 95 Mark C. Flynn [email protected] 184 Joseph T. Francis [email protected] 287 Robert A. Frazor [email protected] 10 Robert A Frazor [email protected] 96 Bill Freeman [email protected] 2 Yves Fregnac [email protected] 17 Thane Fremouw [email protected] 20 Itzhak Fried 5 Rainer W. Friedrich [email protected] 283 Robert C. Froemke [email protected] 97 Qian-Jie Fu [email protected] 163 Tomoki Fukai [email protected] 139 Stefano Fusi 71, 98, 241 Fabrizio Gabbiani [email protected] 257 John D.E. Gabrieli 22 Alexander Gail [email protected] 99, 113 J. A. Garcia-Lazaro [email protected] 236 Timothy J. Gardner [email protected] 18 Esther P. Gardner [email protected] 100 Daniel Gardner [email protected] 110

21 Timothy J. Gardner [email protected] 173 Pablo Gaspar [email protected] 101 Michael Gastpar [email protected] 102 Katja Gebert [email protected] 159 Tomas Gedeon [email protected] 43 Theo Geisel [email protected] 80, 123, 238 Alan Gelperin 219 Dileep George [email protected] 103, 104, 105 Wulfram Gerstner [email protected] 48, 106, 211, 254, 266 Joanna Gibbons 74 Guido Gigante [email protected] 107 Anne-Lise Giraud 108 Paolo Del Giudice [email protected] 107 Gary H. Glover 22 Ben Godde 140 Carl Gold [email protected] 109 David H. Goldberg [email protected] 110 Mark Goldman [email protected] 199 Tim Gollisch [email protected] 111 Martin Golubitsky [email protected] 247 Arnulf B.A. Graf [email protected] 112 Charles M. Gray 49 Henry Greenside [email protected] 162 Bradley Greger [email protected] 113 Arthur Gretton [email protected] 114, 115 Xue Gu [email protected] 116 Emmanuel Guigon [email protected] 132 Cengiz Gunay 117 Anja Gundlfinger [email protected] 159 Zhongsheng Guo [email protected] 19 Boris S. Gutkin [email protected] 118, 119 Julie S. Haas [email protected] 120, 197 Ralf M. Haefner [email protected] 121 Adrian Haith [email protected] 207 Eric Halgren [email protected] 32 Fred H. Hamker [email protected] 122 Qian Han 210 Timothy D. Hanks [email protected] 288 David Hansel [email protected] 226, 227 Bill S. Hansson 147, 210 Nicol S Harper [email protected] 15 Mary Harrington 69 Robert A. Harris 33 Rob Harris 240 Joachim Hass [email protected] 123, 238 Nicholas Hatsopoulos [email protected] 37 Jeff Hawkins [email protected] 103, 104, 105 Yong He 261 Hauke Heekeren [email protected] 178 Harald Hentschke [email protected] 124 Darrell Henze [email protected] 109 Ralf Herbrich 114, 115 J.M. Herrmann [email protected] 80, 123, 238 Christopher L Heydrick 74 Matthew Higgs [email protected] 250 J.A. Hirsch 150 Mark H. Histed [email protected] 125 Thomas Hoch [email protected] 126 Timothy E. Holy [email protected] 19 Gregg E. Homanics 124 Ryota Homma [email protected] 127 Tomas Hromadka [email protected] 128 Anne Hsu [email protected] 20

22 Xin Huang [email protected] 129 Fu-Jie Huang [email protected] 158 Thomas Huber [email protected] 168 Ramon Huerta 90 Chou Hung [email protected] 130 Quentin J.M. Huys [email protected] 42, 131, 293 Alexandre Hyafil [email protected] 132 Antje Ihlefeld [email protected] 133 Masashi Inoue 202 Dieter Jaeger [email protected] 117 Roshini Jain [email protected] 74 Viren Jain [email protected] 294 Vikram Jakkamsetti 92 Tim Jarksy [email protected] 31 Mehrdad Jazayeri [email protected] 134 Tianzi Jiang [email protected] 261 Dezhe Z. Jin [email protected] 135, 138 Daphna Joel [email protected] 196 Kenneth O. Johnson [email protected] 35 Renaud Jolivet [email protected] 106 Ron Jortner [email protected] 136 Jorge V. Jose [email protected] 137 Kresimir Josic [email protected] 247 Benjamin Judkewitz [email protected] 283 Joseph K. Jun [email protected] 138 John Kalaska [email protected] 152 S. Kang [email protected] 139 Nancy Kanwisher 3 Yen-Hong Kao [email protected] 28 Matthias Kaschube [email protected] 140 Christian Kasess [email protected] 141 William L. Kath [email protected] 31 Kosuke Kawakyu [email protected] 142 Masashi Kawasaki [email protected] 72 Peter König [email protected] 38 Tara Keck [email protected] 143 Gerd Kempermann 286 Richard Kempter [email protected] 159 Garrett T. Kenyon [email protected] 184 Adam Kepecs [email protected] 144 Shaban Khanbabaie [email protected] 145 Roozbeh Kiani [email protected] 77 Michael P. Kilgard 74, 92 Michelle M. Kim [email protected] 292 K. Kitano [email protected] 139 F. Klam [email protected] 146 Andreas Kleinschmidt 108 Philipp Knsel [email protected] 147 Per Magne Knutsen [email protected] 148 Christof Koch 5, 109 Etienne Koechlin [email protected] 132, 149 Kilian Koepsell [email protected] 56, 150 Nancy Kopell 194, 249, 251 Efstratios Kosmidis 127 Minjoon Kouh [email protected] 70, 151 Alex Koulakov [email protected] 219, 268 Alexander Kraskov 130 Klaus Kreikemeier [email protected] 140 Gabriel Kreiman [email protected] 130 Bart Krekelberg [email protected] 218 Nedialko Krouchev [email protected] 152 Arvind Kumar [email protected] 153 Jean-Philippe Lachaux [email protected] 49

23 Gerardo Lafferriere [email protected] 220 Michael S. Landy [email protected] 267 Markus Lappe 122 Liora Las [email protected] 155 P.E. Latham [email protected] 26, 51, 225, 242 Pakming Lau [email protected] 58 Helmuth Laufs 108 Gilles Laurent [email protected] 95, 136, 248 Thomas Z. Lauritzen [email protected] 156 Aurel A. Lazar [email protected] 157 Siegrid Löwel 140 Jörg Lücke [email protected] 154 Yann LeCun [email protected] 158 Joseph LeDoux [email protected] 9, 228 Daeyeol Lee [email protected] 47 Cees van Leeuwen [email protected] 190 Christian Leibold [email protected] 159 Roger Lemon [email protected] 265 Mate Lengyel [email protected] 160 Nicholas A. Lesica [email protected] 21 Manuel Levy [email protected] 17 Alex Lewis [email protected] 161 Meng-Ru Li [email protected] 162 Tianhao Li [email protected] 163 Lei Li [email protected] 287 Meng Liang 261 Li Liang 277 Jennifer F. Linden [email protected] 164 John Lisman [email protected] 165 Chung-Chuan Lo [email protected] 166 Nikos Logothetis 4, 114, 115 Michael A. Long [email protected] 167 Andre Longtin 183 Matthieu Louis [email protected] 168 Thomas Lu [email protected] 277 Hans R. Luescher 71, 106 H. Luksch [email protected] 145 Brian Lundstrom [email protected] 169 Huan Luo [email protected] 170 Kristen Lutomski [email protected] 22 Ma, W.J. [email protected] 225 Anna Ma-Wyatt [email protected] 171 Christian Machens [email protected] 172 Josie A. Mackenzie [email protected] 210 Sean C. Mackey 22 Saxon MacLeod [email protected] 22 Fumiko Maeda [email protected] 22 Marcelo O. Magnasco [email protected] 173 A.S. Mahani [email protected] 145 Alireza S Mahani [email protected] 174 Zachary F. Mainen [email protected] 144 Guy Major [email protected] 199 Leonard Maler [email protected] 86, 183 Roberto Malinow 228 Laurence T. Maloney [email protected] 175, 267 Valerio Mante [email protected] 61, 96, 176 Maria Markaki [email protected] 177 Olivier Marre 17 Sean Marrett [email protected] 178 Narihisa Matsumoto [email protected] 179 Maurizio Mattia [email protected] 107 John H.R. Maunsell [email protected] 63, 257 Mark Mazurek [email protected] 288

24 McElligott MB 137 David McAlpine [email protected] 15, 41 James L. McClelland [email protected] 186 Suzanne P. McKee [email protected] 171, 270 Maria McKinley 288 Douglas McLelland [email protected] 180 Alyssa McMenamy 74 Rebecca Mease [email protected] 181 W. Hamish Mehaffey [email protected] 86 Markus Meister [email protected] 23, 213, 276 Bartlett W. Mel [email protected] 295 Eduardo Mercado [email protected] 164 Elliott B. Merriam [email protected] 182 Michael M. Merzenich 164 Jason Middleton [email protected] 183 Earl K. Miller [email protected] 25 John Miller 43 Earl K. Miller [email protected] 98, 125 Jeremy A. Miller [email protected] 184 Jude F Mitchell [email protected] 258 Keiji Miura [email protected] 185 Hiroyoshi Miyakawa [email protected] 202 Takashi Mizuhiki [email protected] 30 Marion Moisel 159 Samat Moldakarimov [email protected] 186 Robert J. Morgan [email protected] 90 Anna T. Moritz [email protected] 187 S.E. Morrison [email protected] 209 Raluca Moucha 74, 92 J. Anthony Movshon [email protected] 134 Eran A. Mukamel [email protected] 281 Grant H. Mulliken [email protected] 188 Yusuke Murayama 114, 115 Sam Musallam [email protected] 188 Karim Nader [email protected] 9 Felix Naef 18 Mor Nahum [email protected] 189 Junichi Nakai [email protected] 292 Hironori Nakatani [email protected] 190 Rajiv Narayan [email protected] 191 Rama Natarajan [email protected] 131, 293 Bjrn Naundorf [email protected] 192 Verónica Nácher [email protected] 40 Paul Nealen [email protected] 234 Maria Neimark [email protected] 23 Israel Nelken 12, 155, 189 Ilya Nemenman [email protected] 193 Theoden I. Netoff [email protected] 182, 194 Veronika Neuert [email protected] 271 Hendrikje Nienborg [email protected] 195 Yael Niv [email protected] 14, 196 Fernando Nottebohm [email protected] 18 Crystal T. Novitski [email protected] 92 Thomas Nowotny [email protected] 120, 197 Zoltan Nusser [email protected] 198 Klaus Obermayer [email protected] 126, 239 Masamichi Ohkura 292 Sabiela Ojeda [email protected] 40 Masato Okada [email protected] 179, 185, 202 Itsaso Olasagasti [email protected] 199 Fred Ollinger [email protected] 219 Bruno A. Olshausen [email protected] 200 Bence Olveczky [email protected] 201

25 Toshiaki Omori [email protected] 202 Itzel Orduna [email protected] 164 Stelios Orphanoudakis [email protected] 177 Gonzalo H. Otazu [email protected] 203 Hysell Oviedo [email protected] 204 John Palmer [email protected] 288 Pritesh K. Pandya 74, 92 Liam Paninski [email protected] 42, 205, 206, 207, 208, 212, 265 Lucas C. Parra [email protected] 24 Anitha Pasupathy [email protected] 25 J.J. Paton [email protected] 53, 209 Jon Pauls 114, 115 Ole Paulsen [email protected] 180 John M. Pauly 22 Robert A. Pearce 124 Tim C. Pearce [email protected] 147, 210 Miao Peng 261 Mark G. Perkins [email protected] 124 Dmitri Pervouchine [email protected] 194 Yury Petrov [email protected] 270 Jean-Pascal Pfister [email protected] 211, 266 Maciej Pietr [email protected] 148 Jonathan W. Pillow [email protected] 207, 208, 212 Steven Pinker [email protected] 32 Xaq Pitkow [email protected] 213 Gina R. Poe [email protected] 62 David Poeppel [email protected] 170 Tomaso Poggio 70, 130, 151, 243 Alex Pouget [email protected] 26, 51, 146, 225, 242 Randall K. Powers [email protected] 181, 187 Nicholas Priebe [email protected] 214 Jason Puchalla [email protected] 240 Amanda C. Puckett [email protected] 74, 92 Dale Purves 289 Rodrigo Quian-Quiroga 5, 36, 130 Sridhar Raghavachari [email protected] 165 Kanaka Rajan [email protected] 27 Fethi M. Ramazanoglu [email protected] 135 Rajesh P. N. Rao [email protected] 215 Malte Rasch 286 Charles Ratliff [email protected] 28 Alexander Rauch [email protected] 71, 106 Heather Read 87 Jenny Read [email protected] 216 Leila Reddy 5 Martin Rehn [email protected] 217 Laura Walker Renninger [email protected] 29 John H. Reynolds [email protected] 60, 258 Micah Richert [email protected] 218 Barry J. Richmond [email protected] 30 Maximilian Riesenhuber [email protected] 70 Bixio Rimoldi [email protected] 102 Dima Rinberg [email protected] 219 Patrick D. Roberts [email protected] 220, 221, 232 Javier Roca-Pardiñas [email protected] 40 Ariel Rokem [email protected] 189 Uri Rokni [email protected] 222 Edmund Rolls [email protected] 81 Ranulfo Romo 6 Nathan Rosecrans [email protected] 89, 223 Stefan Roth [email protected] 59 Conatntin Rothkopf [email protected] 224, 225 Stefan Rotter [email protected] 153

26 Alex Roxin [email protected] 31, 226, 227 Michael Rudolph 84 Douglas Ruff [email protected] 178 Simon Rumpel [email protected] 228 Clifton C. Rumsey [email protected] 229, 273 Stephen I. Ryu [email protected] 13, 290, 291 Virginia R. de Sa [email protected] 255 Philip N. Sabes [email protected] 230 Maneesh Sahani [email protected] 164 Ned T. Sahin [email protected] 32 Thomas P. Sakmar [email protected] 168 Emilio Salinas [email protected] 54 C.D. Salzman 53, 209 Vijayalakshmi Santhakumar [email protected] 90 Gopal Santhanam 13, 290, 291 Satyavarta [email protected] 231 Nathaniel Sawtell [email protected] 220, 232 J. Scalon 53 Gregor Schöner [email protected] 284 Gabriele Scheler [email protected] 233 Erik J. Schlicht [email protected] 237 Marc F. Schmidt [email protected] 46 Karl-Friedrich Schmidt 140 Marc F. Schmidt [email protected] 234 Dietmar Schmitz [email protected] 159 Michael Schnabel [email protected] 140 Elad Schneidman [email protected] 235, 240 Mark J. Schnitzer [email protected] 281 J. W. H. Schnupp [email protected] 236 Bernhard Schoelkopf 112, 114, 115 Don Schomer [email protected] 32 Sven Schrader [email protected] 153 Paul R. Schrater [email protected] 237 Hecke Schrobsdorff [email protected] 238 Charles E. Schroeder [email protected] 76 Lars Schwabe [email protected] 239 Gregory W. Schwartz [email protected] 33 Ronen Segev [email protected] 240 Terrence J. Sejnowski 95, 118 Kamal Sen [email protected] 191, 251 Walter Senn [email protected] 71, 241 Peggy Series [email protected] 242 Thomas Serre [email protected] 243 Sebastian Seung [email protected] 135, 294 Michael N. Shadlen 77, 288 Maoz Shamir [email protected] 244 Shihab Shamma [email protected] 245 Jonathan Shaw [email protected] 224, 246 Eric T. Shea-Brown [email protected] 247 Melissa A Sheiko [email protected] 85 Kai Shen [email protected] 248 Krishna V. Shenoy [email protected] 13, 290, 291 Denis Sheynikhovich [email protected] 254 Munetaka Shidara [email protected] 30 Barbara G. Shinn-Cunningham [email protected] 133, 142, 231 Shigeru Shinomoto [email protected] 185 Jonathon Shlens [email protected] 212 Hava Siegelmann [email protected] 69 Jonathan Z. Simon 170 Eero P. Simoncelli 7, 208, 212, 253 Ehud Sivan [email protected] 249 Niels Skals 210 Sean Slee [email protected] 250

27 A.C. Smith [email protected] 53 Alex Smola [email protected] 114, 115 Ross K. Snider [email protected] 277 William Softky [email protected] 34 Ivan Soltesz [email protected] 90 Fritz Sommer 150, 217 Haim Sompolinsky [email protected] 213, 222, 244, 282 Deepak J. Soneji [email protected] 22 Gabriel Soto [email protected] 251 William Spain 250 Nelson Spruston 31 Arun P. Sripati [email protected] 35 Garrett B. Stanley [email protected] 11, 21, 279 Peter N. Steinmetz [email protected] 252 Peter Sterling 28 Rob de Ruyter van Steveninck [email protected] 193 Chuck Stevens 8 Klaus M Stiefel [email protected] 118 Alan Stocker [email protected] 253 Gene R. Stoner [email protected] 129 Mark Stopfer [email protected] 95 Thomas Strösslin [email protected] 254 Yasuko Sugase-Miyamoto [email protected] 179 Manqiu Sui 261 Thomas J. Sullivan [email protected] 255 Hua Yu Sun [email protected] 256 Ping Sun [email protected] 257 Kristy A Sundberg [email protected] 258 Lung-Hao Tai [email protected] 259 Takuma Takanashi 210 Marcel Tam [email protected] 77 David Tank 199 Dawn M. Taylor [email protected] 260 Frederic Theunissen 20 Dave Thurbon 71 Lixia Tian [email protected] 261 Paul Tiesinga [email protected] 67, 141, 262, 264 Igor Timofeev 84 Naftali Tishby [email protected] 12 Emanuel Todorov [email protected] 263 Elizabeth B. Torres [email protected] 36 J. Vincent Toups [email protected] 264 Ben Townsend [email protected] 265 Taro Toyoizumi [email protected] 211, 266 Stefan Treue [email protected] 269 Julia Trommershäuser [email protected] 267 Dmitry Tsigankov [email protected] 268 Lev Tsimring [email protected] 90 Ray W. Turner 86 Tzvetomir Tzvetanov [email protected] 269 Naoshige Uchida [email protected] 144 Nachum Ulanovsky [email protected] 155 Istvan Ulbert 32 Leslie G. Ungerleider [email protected] 178 Preeti Verghese [email protected] 29, 270 Jesko L Verhey [email protected] 271 Paul F.M.J. Verschure [email protected] 38, 147 Jonathan D. Victor [email protected] 110 Renan Wesley Farinazzo Vitral [email protected] 272 Tim Vogels [email protected] 273 Horatiu Voicu [email protected] 274 Maxim Volgushev [email protected] 192 C. van Vreeswijk [email protected] 275

28 Saskia E J de Vries [email protected] 276 Xiao-Jing Wang [email protected] 75, 98 xin Wang [email protected] 150 Qingbo Wang 150 Xiao-Jing Wang [email protected] 166 Yadong Wang [email protected] 170 Yufeng Wang [email protected] 261 Xiaoqin Wang [email protected] 277 Barry Wark [email protected] 278 Roxanna M. Webber [email protected] 279 Michael S. Wehr [email protected] 45, 280 Yichun Wei [email protected] 150 Michael Weliky [email protected] 89, 223 Ralf Wessel [email protected] 82, 145, 174 Daniel Z. Wetmore [email protected] 281 John A. White [email protected] 39, 143, 194 Olivia L. White [email protected] 282 Felix A. Wichmann [email protected] 112 Martin T. Wiechert [email protected] 283 J. Martin Wild 46 Claudia Wilimzig [email protected] 284 Christopher Williams 207 Alan Williams 220, 232 David Willshaw [email protected] 285 Ian M Winter 271 Laurenz Wiskott [email protected] 55, 286 Jan Marti Wojtowicz [email protected] 52 Fred Wolf 140, 192 Thilo Womelsdorf [email protected] 269 Sarah Woolley [email protected] 20 Wei Wu [email protected] 37 Reto Wyss [email protected] 38 Shaohua Xu [email protected] 287 Tianming Yang [email protected] 288 Zhiyong Yang [email protected] 289 Shih-Cheng Yen [email protected] 49, 85, 200 Eric D. Young [email protected] 12, 50 Byron M. Yu [email protected] 13, 290, 291 C. Ron Yu [email protected] 292 Anthony M. Zador [email protected] 16, 45, 128, 203, 204, 228, 259, 280 Yufeng Zang 261 Richard S. Zemel [email protected] 131, 146, 293 Li Zhaoping [email protected] 161 Valentin Zhigulin [email protected] 294 Chunhong Zhou [email protected] 295 Yi Zhou [email protected] 296 Junmei Zhu [email protected] 297 Yu Zhuang [email protected] 298 Marc Zirnsak [email protected] 122

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