24Th Annual International Conference on Comparative Cognition
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Adaptive Memory Programming for Global Optimization
Hybrid Scatter Tabu Search for Unconstrained Global Optimization ABRAHAM DUARTE Departamento de Ciencias de la Computación, Universidad Rey Juan Carlos, Spain. [email protected] RAFAEL MARTÍ Departamento de Estadística e Investigación Operativa, Universidad de Valencia, Spain [email protected] FRED GLOVER University of Colorado, Boulder, and OptTek Systems, Inc. [email protected] ORIGINAL VERSION: OCTOBER 6, 2007 FIRST REVISION: MAY 14, 2008 SECOND REVISION: JAN 14, 2009 Abstract The problem of finding a global optimum of an unconstrained multimodal function has been the subject of intensive study in recent years, giving rise to valuable advances in solution methods. We examine this problem within the framework of adaptive memory programming (AMP), focusing particularly on AMP strategies that derive from an integration of Scatter Search and Tabu Search. Computational comparisons involving 16 leading methods for multimodal function optimization, performed on a testbed of 64 problems widely used to calibrate the performance of such methods, disclose that our new Scatter Tabu Search (STS) procedure is competitive with the state-of-the-art methods in terms of the average optimality gap achieved. Key words: Adaptive Memory Programming, Metaheuristics, Hybridization. Hybrid STS for Global Optimization / 2 1. Introduction The unconstrained continuous global optimization problem may be formulated as follows: (P) Minimize f(x) subject to l ≤ x ≤ u , x ∈ℜn , where f(x) is a nonlinear function and x is a vector of continuous and bounded variables. We investigate Adaptive Memory Programming (AMP) methods for P based on the Scatter Search (SS) and Tabu Search (TS) methodologies, and perform comparative computational testing against currently leading methods for unconstrained global optimization on a widely used benchmark set of problems for which global optima are known. -
The Adaptive Nature of Memory
2.15 The Adaptive Nature of Memory Lael J Schooler, Syracuse University, Syracuse, NY, United States John R Anderson, Carnegie Mellon University, Pittsburgh, PA, United States Ó 2017 Elsevier Ltd. All rights reserved. Adapted from Anderson, John R., Schooler, Lael J., 2000. Tulving, Endel, Craik, Fergus I. M. (Eds.), The Oxford Handbook of Memory, (pp. 557–570). New York, NY, USA: Oxford University Press, vol. xiv, 700 pp. 2.15.1 Introduction 265 2.15.2 The Analysis of Need Probability 266 2.15.2.1 The History Factor 267 2.15.2.1.1 Speech to Children 268 2.15.2.1.2 New York Times 268 2.15.2.1.3 Authors of Electronic Mail 268 2.15.2.2 The Rational Analysis of Primate Memory 272 2.15.2.3 The Contextual Factor 272 2.15.3 Effects of Content 273 2.15.4 Conclusions 276 References 277 2.15.1 Introduction Most research on the human memory has focused on the question of understanding what memory does and not on why memory does what it does. However, we may be able to gain insights into human memory by considering the functions of memory and how memory achieves those functions. Neisser (1976, 1978, 1982) argued that the field should adopt an “ecological approach” to memory and study how memory is used in the real world. He suggested that the principles of memory in the real world might be different than the ones uncovered in the laboratory. Bruce (1985) made a serious effort to define what such an ecological approach would amount to. -
Hippocampus Guides Adaptive Learning During Dynamic Social Interactions
Research Articles: Behavioral/Cognitive Hippocampus guides adaptive learning during dynamic social interactions https://doi.org/10.1523/JNEUROSCI.0873-20.2020 Cite as: J. Neurosci 2020; 10.1523/JNEUROSCI.0873-20.2020 Received: 16 April 2020 Revised: 2 December 2020 Accepted: 7 December 2020 This Early Release article has been peer-reviewed and accepted, but has not been through the composition and copyediting processes. The final version may differ slightly in style or formatting and will contain links to any extended data. Alerts: Sign up at www.jneurosci.org/alerts to receive customized email alerts when the fully formatted version of this article is published. Copyright © 2020 the authors 1 Hippocampus guides adaptive learning during dynamic social interactions 2 3 Running Title: Hippocampus and adaptive social decision-making 4 5 Oriel FeldmanHall1,2, David F. Montez3, Elizabeth A. Phelps4, Lila Davachi5, Vishnu P. Murty6 6 7 1. Department of Cognitive, Linguistic, & Psychological Sciences, Brown University, Providence, RI, 8 02912, USA 9 2. Carney Institute of Brain Science, Brown University, Providence, RI 02912, USA 10 3. Department of Neurology, Washington University of St. Louis, St. Louis, MO, 63110, USA 11 4. Department of Psychology, Harvard University, Cambridge, MA, 02138, USA 12 5. Department of Psychology, Columbia University, New York City, NY, 10027, USA 13 6. Department of Psychology, Temple University, Philadelphia, PA, 19122, USA 14 15 Corresponding Authors: 16 Oriel FeldmanHall 17 Brown University 18 Department of Cognitive, Linguistic, & Psychological Science 19 e: [email protected] 20 21 Vishnu Murty 22 Temple University 23 Department of Psychology 24 e: [email protected] 25 26 Introduction Word Count: 650 27 Discussion Word Count: 1495 28 Figures: 6 29 Table: 3 30 31 Acknowledgements: The research was funded by internal grants from New York University’s 32 neuroimaging center. -
Current Perspectives in Cognitive Processing by Domesticated Animals
EDITORIAL published: 23 August 2021 doi: 10.3389/fpsyg.2021.736717 Editorial: Current Perspectives in Cognitive Processing by Domesticated Animals Katherine Bruce 1†, David A. Leavens 2† and Sarah T. Boysen 3,4*† 1 Department of Psychology, University of North Carolina at Wilmington, Wilmington, NC, United States, 2 School of Psychology, University of Sussex, Brighton, United Kingdom, 3 Center for Animal Welfare Science, Department of Pathobiology, Purdue University, West Lafayette, IN, United States, 4 Comparative Cognition Project, Sunbury, OH, United States Keywords: animal cognition, animals, non-human cognition, cognitive processing, behavior Editorial on the Research Topic Current Perspectives in Cognitive Processing by Domesticated Animals Recently, studies of cognitive processing in domestic animals, especially dogs, seem to have increased exponentially, and research with more typical laboratory animals, such as rats, pigeons, and non-human primates seems to be declining. Funding for behavioral and/or cognitive work with animals has always been challenging, and as costs for animal housing, care, and per diems have increased significantly in the past two decades, researchers have looked to other subject pools that do not require major funding for conducting relevant and important studies that can contribute significantly to our field. Thus, companion animals, notably dogs, have become an important Edited and reviewed by: resource for studies of animal cognition, as well as other accessible and less-studied species like Watanabe Shigeru, goats, horses, and pigs, among others. The Research Topic, entitled “Current Perspectives in Keio University, Japan Cognitive Processing in Domestic Animals,” included 10 papers covering a range of topics and *Correspondence: species, with summaries of each paper provided here. -
Minds Without Spines: Evolutionarily Inclusive Animal Ethics
Animal Sentience 2020.329: Mikhalevich & Powell on Invertebrate Minds Call for Commentary: Animal Sentience publishes Open Peer Commentary on all accepted target articles. Target articles are peer-reviewed. Commentaries are editorially reviewed. There are submitted commentaries as well as invited commentaries. Commentaries appear as soon as they have been reviewed, revised and accepted. Target article authors may respond to their commentaries individually or in a joint response to multiple commentaries. INSTRUCTIONS FOR COMMENTATORS Minds without spines: Evolutionarily inclusive animal ethics Irina Mikhalevich Department of Philosophy, Rochester Institute of Technology Russell Powell Department of Philosophy, Boston University Abstract: Invertebrate animals are frequently lumped into a single category and denied welfare protections despite their considerable cognitive, behavioral, and evolutionary diversity. Some ethical and policy inroads have been made for cephalopod molluscs and crustaceans, but the vast majority of arthropods, including the insects, remain excluded from moral consideration. We argue that this exclusion is unwarranted given the existing evidence. Anachronistic readings of evolution, which view invertebrates as lower in the scala naturae, continue to influence public policy and common morality. The assumption that small brains are unlikely to support cognition or sentience likewise persists, despite growing evidence that arthropods have converged on cognitive functions comparable to those found in vertebrates. The exclusion of invertebrates is also motivated by cognitive-affective biases that covertly influence moral judgment, as well as a flawed balancing of scientific uncertainty against moral risk. All these factors shape moral attitudes toward basal vertebrates too, but they are particularly acute in the arthropod context. Moral consistency dictates that the same standards of evidence and risk management that justify policy protections for vertebrates also support extending moral consideration to certain invertebrates. -
1 Spatial Memory and Cognitive Flexibility Trade-Offs: to Be Or Not to Be Flexible, That Is The
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by St Andrews Research Repository 1 Spatial memory and cognitive flexibility trade-offs: to be or not to be flexible, that is the 2 question 3 4 Maria Cristina Tello-Ramos1, Carrie L Branch2, Dovid Y Kozlovsky2, Angela M Pitera2, 5 and Vladimir V Pravosudov1 6 7 8 Department of Biology and Graduate Program in Ecology, Evolution, and Conservation 9 Biology 10 University of Nevada, Reno 11 Reno, NV 89557 12 13 14 15 1Corresponding authors 16 Email: [email protected]; [email protected] 17 2Equal contribution 18 19 Word count: 5,833 20 1 21 Abstract 22 Cognitive flexibility allows animals to readily acquire new information even when learning 23 contingencies may rapidly change, as is the case in highly variable, but predictable 24 environments. While cognitive flexibility is broadly thought to be beneficial, animals 25 exhibit inter- and intra-specific variation, with higher levels of flexibility associated with 26 reduced memory retention and vice versa. In this review, we discuss when and why such 27 variation may exist and focus specifically on memory and memory flexibility. We argue 28 that retained memories may negatively affect the acquisition of new information, most 29 likely via proactive interference, and available data suggest that there may be a trade-off 30 between memory retention and acquiring new memories. We discuss neurogenesis- 31 mediated forgetting as the mechanism reducing memory interference, as new neurons 32 enhance learning new information, but also cause forgetting of older memories. -
Benvenuti, Anne (2017) Evolutionary Continuity. Animal Sentience 20(4) DOI: 10.51291/2377-7478.1287
Benvenuti, Anne (2017) Evolutionary continuity. Animal Sentience 20(4) DOI: 10.51291/2377-7478.1287 This article has appeared in the journal Animal Sentience, a peer-reviewed journal on animal cognition and feeling. It has been made open access, free for all, by WellBeing International and deposited in the WBI Studies Repository. For more information, please contact [email protected]. Animal Sentience 2017.092: Benvenuti on Peña-Guzmán on Animal Suicide Evolutionary continuity Commentary on Peña-Guzmán on Animal Suicide Anne Benvenuti University of Winchester Abstract: The principle of evolutionary continuity states that all animal capacities and behaviors exist — with variations in degree — in continuity with other species. Rather than assuming discontinuity, we should ask why any behavior observed in humans would not be found in at least some other sentient animals under similar conditions. In the case of suicide, the more pertinent issue might be the ethical one: our human responsibility for creating conditions under which other animals might deliberately seek to end their own lives. Keywords: evolutionary continuity, animal behavior, animal consciousness, animal grief, animal suicide Anne Benvenuti is the author of Spirit Unleashed: Reimagining Human-Animal Relations. An instructor of critical thinking, she works at the intersections of evolutionary biology, psychology, neuroscience, and philosophy. She is currently focused on articulating the implications of evolutionary continuity for human relations with nonhuman animals. www.annebenvenuti.com Peña-Guzmán (2017) asks whether animals are capable of suicide, citing established philosophical notions of forethought and intention in the definition of suicide. The idea is that one must form the intention intellectually and then choose freely and deliberately to bring about one’s own death. -
Adaptive Memory Distortions Are Predicted by Feature Representations in Parietal Cortex
Research Articles: Behavioral/Cognitive Adaptive memory distortions are predicted by feature representations in parietal cortex https://doi.org/10.1523/JNEUROSCI.2875-20.2021 Cite as: J. Neurosci 2021; 10.1523/JNEUROSCI.2875-20.2021 Received: 12 November 2020 Revised: 26 January 2021 Accepted: 27 January 2021 This Early Release article has been peer-reviewed and accepted, but has not been through the composition and copyediting processes. The final version may differ slightly in style or formatting and will contain links to any extended data. Alerts: Sign up at www.jneurosci.org/alerts to receive customized email alerts when the fully formatted version of this article is published. Copyright © 2021 the authors 1 Adaptive memory distortions are predicted by 2 feature representations in parietal cortex 3 4 Yufei Zhao (赵雨菲)1, Avi J. H. Chanales2, & Brice A. Kuhl1 5 Department of Psychology, University of Oregon1, 97401 6 Department of Psychology, New York University2, 10016 7 1 8 Abbreviated title: Memory distortions in parietal cortex 9 Corresponding author email address: Yufei Zhao ([email protected]) or Brice Kuhl 10 ([email protected]) 11 Pages: 35 12 Figures: 4 13 Tables: 1 14 Number of words: Abstract (152), Introduction (696), discussion (1448) 15 16 Acknowledgements: This work was supported by NIH grant NINDS R01-NS107727 and NSF CAREER 17 Award BCS-1752921 to B.A.K. 18 19 20 21 22 23 24 1 The authors declare no competing financial interests. 1 25 ABSTRACT 26 27 Similarity between memories is a primary cause of interference and forgetting. Exaggerating subtle 28 differences between memories is therefore a potential mechanism for reducing interference. -
Consolidation of Associative and Item Memory Is Related To
7326 • The Journal of Neuroscience, May 13, 2015 • 35(19):7326–7331 Brief Communications Consolidation of Associative and Item Memory Is Related to Post-Encoding Functional Connectivity between the Ventral Tegmental Area and Different Medial Temporal Lobe Subregions during an Unrelated Task Alexa Tompary,1* Katherine Duncan,3* and Lila Davachi1,2 1Department of Psychology and 2Center for Neural Science, New York University, New York, New York 10003 and 3Department of Psychology, Columbia University, New York, New York 10027 It is well established that the hippocampus and perirhinal cortex (PrC) encode associative and item representations, respectively. However, less is known about how item and associative memories are consolidated. We used high-resolution fMRI in humans to measure how functional connectivity between these distinct medial temporal lobe regions with the ventral tegmental area (VTA) after a paired associate encoding task is related to both immediate and 24 h item and associative memory performance. We found that the strength of post-encoding functional connectivity between the VTA and CA1 selectively correlated with long-term associative memory, despite subjects actively engaging in an unrelated task during this period. Conversely, VTA–PrC functional connectivity during the same period correlated with long-term item memory. Critically, connectivity between VTA and these MTL regions were only related to memory tested at a 24 h delay, implicating midbrain connectivity in the consolidation of distinct forms of memory. Key words: consolidation; functional connectivity; high-resolution fMRI; medial temporal lobe; VTA Introduction spectively (Staresina et al., 2013; Tambini and Davachi, 2013). Some elements of our rich experiences persist as long-term mem- However, it remains unclear how post-encoding processes relate ories, whereas others are forgotten. -
Comparative Cognition & Behavior Reviews
DOI: 10.3819/ccbr.2015.100004 Volume 10, 2015 Comparative Cognition & Behavior Reviews Experimental Divergences in the Visual Cognition of Birds and Mammals Muhammad A. J. Qadri & Robert G. Cook Department of Psychology, Tufts University The comparative analysis of visual cognition across classes of animals yields important information regarding underlying cognitive and neural mechanisms involved with this foundational aspect of behavior. Birds, and pigeons specifically, have been an important source and model for this comparison, especially in relation to mammals. During these investigations, an extensive number of experiments have found divergent results in how pigeons and humans process visual information. Four areas of these divergences are collected, reviewed, and analyzed. We examine the potential contribution and limitations of experimental, spatial, and attentional factors in the interpretation of these findings and their implications for mechanisms of visual cognition in birds and mammals. Recommendations are made to help advance these comparisons in service of understanding the general principles by which different classes and species generate representations of the visual world. Keywords: Pigeons; Humans; Visual cognition; Spatial attention; Perceptual grouping; Perceptual completion; Visual illusions Visual cognition is critical to the behavior of complex 1962; Lettvin, Maturana, McCulloch, & Pitts, 1959; Reich- animals. It generates the working internal cognitive repre- ardt, 1987). An appreciation of the entire spectrum of visu- sentations of the external world that guide action, orien- ally driven cognitive systems and how vision is imple- tation, and navigation. The extensive study of the human mented in different nervous systems is key to a complete animal has dominated the theoretical and empirical inves- and general understanding of the evolution, operations, tigations of vision and visual cognition (Palmer, 1999). -
Adaptive Memory: Independent Effects of Survival Processing and Reward Motivation on Memory
ORIGINAL RESEARCH published: 10 December 2020 doi: 10.3389/fnhum.2020.588100 Adaptive Memory: Independent Effects of Survival Processing and Reward Motivation on Memory Glen Forester 1*, Meike Kroneisen 2,3, Edgar Erdfelder 3 and Siri-Maria Kamp 1 1Department of Psychology, University of Trier, Trier, Germany, 2Department of Psychology, University of Koblenz-Landau, Landau, Germany, 3Department of Psychology, University of Mannheim, Mannheim, Germany Humans preferentially remember information processed for their survival relevance, a memorial benefit known as the survival processing effect. Memory is also biased towards information associated with the prospect of reward. Given the adaptiveness of these effects, they may depend on similar mechanisms. We tested whether motivation drives both effects, with reward incentives that are known to boost extrinsic motivation and survival processing perhaps stimulating intrinsic motivation. Accordingly, we manipulated survival processing and reward incentive independently during an incidental-encoding task in which participants chose between pairs of words concerning their relevance for a scenario, and examined the effects on encoding event-related potentials (ERP) activity and later performance on a surprise recall test. We hypothesized that if Edited by: Praveen K. Pilly, survival processing fosters intrinsic motivation, it should reduce the beneficial effects HRL Laboratories, United States of extrinsic motivation (reward incentive). In contrast to this prediction, we found that Reviewed by: reward incentive and survival processing independently improved memory and that the Michael Serra, P300, a measure of lower-level cognitive resource allocation, was increased by reward Texas Tech University, United States Josefa N. S. Pandeirada, incentive independent of survival processing. Further, survival processing and reward University of Aveiro, Portugal incentive independently increased the frontal slow wave (FSW), a measure of higher- Haiyan Wu, University of Macau, China level elaboration. -
Human Spatial Memory Implicitly Prioritizes High-Calorie Foods
www.nature.com/scientificreports OPEN Human spatial memory implicitly prioritizes high‑calorie foods Rachelle de Vries1,2,4*, Paulina Morquecho‑Campos1,4, Emely de Vet2, Marielle de Rijk1, Elbrich Postma1, Kees de Graaf1, Bas Engel3 & Sanne Boesveldt1 All species face the important adaptive problem of efciently locating high‑quality nutritional resources. We explored whether human spatial cognition is enhanced for high‑calorie foods, in a large multisensory experiment that covertly tested the location memory of people who navigated a maze‑ like food setting. We found that individuals incidentally learned and more accurately recalled locations of high‑calorie foods – regardless of explicit hedonic valuations or personal familiarity with foods. In addition, the high‑calorie bias in human spatial memory already became evident within a limited sensory environment, where solely odor information was available. These results suggest that human minds continue to house a cognitive system optimized for energy‑efcient foraging within erratic food habitats of the past, and highlight the often underestimated capabilities of the human olfactory sense. A recurring ftness-relevant task faced by all species is the efcient pursuit of nutritional resources1. A central theorem of optimal foraging theory is that an individual’s ftness is a direct function of the efciency with which one acquires energy, and natural selection pressures favour foraging traits that maximize the net rate of energy gain 1,2. Although this theory has been extensively referenced in relation to the foraging strategies of other animals2, the question of whether humans also inherently carry adaptations geared toward energy-efcient foraging has not been thoroughly assessed to date.