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Deeply Felt Affect: the Emergence of Valence in Deep Active Inference
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference Casper Hesp†*1,2,3,4, Ryan Smith†5, Thomas Parr4, Micah Allen6,7,8, Karl J. Friston4, Maxwell J. D. Ramstead4,9,10 *Corresponding author (email: [email protected], twitter: @casper_hesp) †Shared first-authorship. These authors made equal contributions and are designated co-first authors. 1. Department of Psychology, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, Netherlands. 2. Amsterdam Brain and Cognition Centre, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, Netherlands. 3. Institute for Advanced Study, University of Amsterdam, Oude Turfmarkt 147, 1012 GC Amsterdam, Netherlands. 4. Wellcome Centre for Human Neuroimaging, University College London, London, UK, WC1N 3BG. 5. Laureate Institute for Brain Research. 6655 South Yale Avenue, Tulsa, OK 74136. 6. Aarhus Institute of Advanced Studies, Aarhus University, Aarhus, Denmark 7. Centre of Functionally Integrative Neuroscience, Aarhus University Hospital, Aarhus, Denmark 8. Cambridge Psychiatry, Cambridge University, 18b Trumpington Road, Cambridge, CB2 8AH 1 9. Division of Social and Transcultural Psychiatry, Department of Psychiatry, McGill University, 1033 Pine Avenue, Montreal, QC, Canada. 10. Culture, Mind, and Brain Program, McGill University, 1033 Pine Avenue, Montreal, QC, Canada. 2 Abstract The positive-negative axis of emotional valence has long been recognised as fundamental to adaptive behaviour, but its origin and underlying function has largely eluded formal theorising and computational modelling. Using deep active inference – a hierarchical inference scheme that rests upon inverting a model of how sensory data are generated – we develop a principled Bayesian model of emotional valence. This formulation asserts that agents infer their valence state based on the expected precision of their action model – an internal estimate of overall model fitness (“subjective fitness”). -
Redalyc.Introductory Comments to the Serie on Relational Frame Theory
International Journal of Psychology and Psychological Therapy ISSN: 1577-7057 [email protected] Universidad de Almería España Barnes Holmes, Dermot; Luciano, M. Carmen; Barnes Holmes, Yvonne Introductory comments to the serie on relational frame theory International Journal of Psychology and Psychological Therapy, vol. 4, núm. 2, july, 2004, pp. 177-179 Universidad de Almería Almería, España Available in: http://www.redalyc.org/articulo.oa?id=56040201 How to cite Complete issue Scientific Information System More information about this article Network of Scientific Journals from Latin America, the Caribbean, Spain and Portugal Journal's homepage in redalyc.org Non-profit academic project, developed under the open access initiative International Journal of Psychology and Psychological Therapy 2004, Vol. 4, Nº 2, 177-179 Introductory Comments to the Serie on Relational Frame Theory Dermot Barnes-Holmes1, M. Carmen Luciano2 and Yvonne Barnes-Holmes1 1 2 National University of Ireland, Maynooth, Ireland Universidad de Almería, España The Special Serie of the International Journal of Psychology and Psychological Therapy is comprised of two editions dedicated specifically to Relational Frame Theory (RFT) that cover the key concepts, controversies, and applications associated with this approach. The first and present issue consists of articles covering a range of conceptual aspects of the theory and some new empirical evidence generated by it. The second issue, available in November of 2004, will be more concerned with research investigating applications of the account. Why this Special Serie? Relational Frame Theory is a modern behavioral account of human language and cognition that emerged in early work by Steven C. Hayes in 1991, and was thereafter more formally articulated in 2001 by the same author, along with Dermot Barnes-Holmes, and Bryan Roche. -
Understanding Metaphor: a Relational Frame Perspective Ian Stewart and Dermot Barnes-Holmes National University of Ireland, Maynooth
The Behavior Analyst 2001, 24, 191-199 No. 2 (Fall) Understanding Metaphor: A Relational Frame Perspective Ian Stewart and Dermot Barnes-Holmes National University of Ireland, Maynooth The current article presents a basic functional-analytic interpretation of metaphor. This work in- volves an extension of Skinner's (1957) interpretation of metaphor using relational frame theory (RFT). A basic RFI' interpretation of a particular metaphor is outlined, according to which the metaphor acquires its psychological effects when formal stimulus dimensions are contacted via the derivation of arbitrary stimulus relations. This interpretation sees the metaphor as involving four elements: (a) establishing two separate equivalence relations, (b) deriving an equivalence relation between these relations, (c) discriminating a formal relation via this equivalence-equivalence rela- tion, and (d) a transformation of functions on the basis of the formal relation discriminated in the third element. In the second half of the paper, a number of important issues with regard to the RFT interpretation of metaphor are addressed. Key words: metaphor, relational frame theory, equivalence-equivalence, transformation of func- tions, nonarbitrary relations In psychology, especially cognitive psychology, of an object or event" (pp. 81-82). The characterizing the processes involved in the comprehension of metaphor is not only an in- extended tact is a feature of more com- teresting challenge in its own right, but the spec- plex verbal behavior that occurs when ification of those processes also constitutes a a response is evoked by a novel stim- good test of the power of theories of language ulus that resembles a stimulus previ- comprehension in general. -
New Directions in Behavioral Activation
Clinical Psychology Review 79 (2020) 101860 Contents lists available at ScienceDirect Clinical Psychology Review journal homepage: www.elsevier.com/locate/clinpsychrev Review New directions in behavioral activation: Using findings from basic science T and translational neuroscience to inform the exploration of potential mechanisms of change Courtney N. Forbes Department of Psychology, University of Toledo, Mail Stop 948, 2801 West Bancroft Street, Toledo, OH 43606, USA HIGHLIGHTS • Understanding mechanisms of change can facilitate improvements in BA treatments. • BA treatments may work by targeting (low) reward responsiveness directly. • Basic science findings can inform hypotheses about potential mechanisms of change. ARTICLE INFO ABSTRACT Keywords: Interest in behavioral activation treatments for depression has increased over the past two decades. Behavioral Behavioral activation activation treatments have been shown to be effective in treating depression across a variety of populations and Reward responsiveness settings. However, little is known about the mechanisms of change that may bring about symptom improvement Depression in behavioral activation treatments. Recent developments in the theoretical and empirical literature on beha- Mechanisms of change vioral activation treatments have coincided with advances in basic science and translational neuroscience re- Translational neuroscience garding the mechanisms underlying individual differences in responsiveness to reward. Attenuated reward re- sponsiveness has been associated with depression and related clinical outcomes at the self-report, behavioral, and neural levels of analysis. Given that behavioral activation treatments are focused on increasing individuals' contact and engagement with sustainable sources of reward in their environment, it is plausible that behavioral activation treatments bring about improvements in depression symptoms by targeting (low) reward respon- siveness directly. -
A Comprehensive Review of Behavioral Activation Treatment for Depression Xiaoxia Wang1, Zhengzhi Feng2,* 1 Department of Basic P
1 A comprehensive review of behavioral activation treatment for depression 2 Xiaoxia Wang1, Zhengzhi Feng2,* 3 1 Department of Basic Psychology, College of Psychology, Army Medical University, 4 Chongqing, China 5 2 College of Psychology, Army Medical University, Chongqing, China 6 Abstract Behavioral activation (BA) treatment has evolved from a component of 7cognitive behavioral therapy (CBT) and has become standalone psychotherapy for depression. 8The rapid increasing application of tele-mental health approaches such as telephone-, internet-, 9and smartphone-based interventions with BA were emphasized. With its efficacy comparable to 10traditional CBT, and its evidenced-based cost-effectiveness, BA is promising to be developed 11into a guided self-help intervention. The efficacy across diagnoses and effective components of 12BA treatment were reviewed. With the rise of the third wave of psychotherapy, therapeutic 13components across diagnoses will be incorporated into behavioral activation therapy. However, 14extensive studies are required to examine the neural and modulatory mechanism of BA for 15depression, and to explore the feasibility and necessity of tele-mental health BA application into 16the healthcare system. 17 Keywords behavioral activation treatment; depression; tele-mental health; cost- 18effectiveness; guided self-help intervention 19 20 During its developmental process, cognitive behavioral therapy (CBT) for depression has 21gradually incorporated and integrated problem-solving therapy, self-control therapy, traditional 22cognitive therapy, and other therapeutic components [1]. The unique role of behavioral activation 23(BA) therapy has gradually been recognized, with the increasing accumulation of evidence-based 24BA for depression that systematically reinforces patients' behaviors related to environmental 25reinforcement and improves negative thinking, emotions, and overall quality of life [2]. -
Testing the Effectiveness of Behavioral Activation Therapy in the Treatment of Acute Unipolar Depression
Western Michigan University ScholarWorks at WMU Dissertations Graduate College 12-2002 Testing the Effectiveness of Behavioral Activation Therapy in the Treatment of Acute Unipolar Depression Jenifer M. Cullen Western Michigan University Follow this and additional works at: https://scholarworks.wmich.edu/dissertations Part of the Counseling Psychology Commons, and the Experimental Analysis of Behavior Commons Recommended Citation Cullen, Jenifer M., "Testing the Effectiveness of Behavioral Activation Therapy in the Treatment of Acute Unipolar Depression" (2002). Dissertations. 1266. https://scholarworks.wmich.edu/dissertations/1266 This Dissertation-Open Access is brought to you for free and open access by the Graduate College at ScholarWorks at WMU. It has been accepted for inclusion in Dissertations by an authorized administrator of ScholarWorks at WMU. For more information, please contact [email protected]. TESTING THE EFFECTIVENESS OF BEHAVIORAL ACTIVATION THERAPY IN THE TREATMENT OF ACUTE UNIPOLAR DEPRESSION by Jenifer M. Cullen A Dissertation Submitted to the Faculty o f The Graduate College in partial fulfillment of the requirements for the Degree o f Doctor o f Philosophy Department of Psychology Western Michigan University Kalamazoo, Michigan December 2002 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. TESTING THE EFFECTIVENESS OF BEHAVIORAL ACTIVATION THERAPY IN THE TREATMENT OF ACUTE UNIPOLAR DEPRESSION Jenifer M. Cullen, Ph.D. Western Michigan University, 2002 The present study sought to investigate the clinical effectiveness o f Behavioral Activation (BA) Therapy, the behavioral activation component of Beck's Cognitive Therapy (CT; Beck, Rush, Shaw, & Emery, 1979). Seventeen adults seeking mental health services for Unipolar Depression were recruited from the Kalamazoo and Southwestern Michigan regions. -
Relational Frame Theory
Cognitive and behavioral therapies (CBT) Relational Frame Theory Basic concepts and clinical implications A psychological treatment which is based on talking but that lacks a scientific theory of this very phenomena (talking) Niklas Törneke Jason Luoma Törneke/Luoma 2 2 Historical overview Behavioral tradition: Skinner and verbal behavior What is RFT about? Two problems: • Noam Chomsky • A lack of an extensive research program Cognitive tradition: Mental representations, schema Arbitrary applicable relational responding Two problems: (AARR) • Central phenomena cannot be manipulated A particular kind of behavior • Analysis of talking dissappeared when thinking was made the central issue Törneke/Luoma 3 Törneke/Luoma 4 Three questions to answer today Important concepts in behavior analysis 1. If languaging is behavior, what kind of behavior is it? •Stimulus Or: what are we doing? Stimulus and response are one unit 2. How does this kind of behavior interact with, or contribute to, our • Stimulus function behavior as a whole? Light as an example 3. What controls this kind of behavior? • Functional classes • Contingencies Törneke/Luoma 55 Törneke/Luoma 6 1 Stimulus function is transformed (changed, Stimulus relations which are not altered) as a result of the relation between directly trained stimuli • Sidmans experiments with language training Unconditioned stimulus Unconditioned response Train some relations between words/objects/sounds and get others ”for free” (without specific training) Condtioned stimulus Conditioned response • Example: -
Behavioral Activation in a Homeless Shelter: Development And
BEHAVIORAL ACTIVATION IN A HOMELESS SHELTER: DEVELOPMENT AND VALIDATION OF THE BEHAVIORAL ACTIVATION TREATMENT EFFICACY MEASURE Thesis Submitted to The College of Arts and Sciences of the UNIVERSITY OF DAYTON In Partial Fulfillment of the Requirements for The Degree of Master of Arts in Clinical Psychology By Zachary Shaw Glendening UNIVERSITY OF DAYTON Dayton, Ohio August, 2015 BEHAVIORAL ACTIVATION IN A HOMELESS SHELTER: DEVELOPMENT AND VALIDATION OF THE BEHAVIORAL ACTIVATION TREATMENT EFFICACY MEASURE Name: Glendening, Zachary Shaw APPROVED BY: ______________________________ Roger N. Reeb Faculty Advisor ______________________________ Theo J. Majka Committee Member ______________________________ Ronald M. Katsuyama Committee Member Concurrence: ______________________________ Keri Brown Kirschman Chair, Department of Psychology ii © Copyright by Zachary Shaw Glendening All rights reserved 2015 iii ABSTRACT BEHAVIORAL ACTIVATION IN A HOMELESS SHELTER: DEVELOPMENT AND VALIDATION OF THE BEHAVIORAL ACTIVATION TREATMENT EFFICACY MEASURE Name: Glendening, Zachary Shaw University of Dayton Advisor: Dr. Roger N. Reeb This study aimed to validate the Behavioral Activation Treatment Efficacy Measure (BATEM), a new evaluation instrument designed to assess an ongoing Behavioral Activation (BA) research program. The study posed three hypotheses, which predicted BATEM would show: (1) strong internal consistency; (2) an ability to distinguish between individuals with mental illness and/or substance abuse history and those with no such history; and (3) an ability to distinguish between frequent and infrequent program participants. Results supported Hypothesis 1, but were less supportive of Hypotheses 2 and 3. Outcomes for these hypotheses were mostly inconclusive and subject to methodological limitations. Results of exploratory analyses and recommendations for future research are also described. Keywords: behavioral activation, homeless shelter, psychometric, validation. -
Interfacing Relational Frame Theory with Cognitive Neuroscience: Semantic Priming, the Implicit Association Test, and Event Related Potentials
International Journal of Psychology and Psychological Therapy 2004, Vol. 4, Nº 2, pp. 215-240 Interfacing Relational Frame Theory with Cognitive Neuroscience: Semantic Priming, The Implicit Association Test, and Event Related Potentials Dermot Barnes-Holmes*1, Carmel Staunton1, Yvonne Barnes-Holmes1, Robert Whelan*, Ian Stewart2, Sean Commins1, Derek Walsh1, Paul M. Smeets3, and Simon Dymond4 1National University of Ireland, Maynooth, Ireland, 2National University of Ireland, Galway, Ireland, 3Leiden University, The Netherlands, 4Anglia Polytechnic University, United Kingdom ABSTRACT The current article argues that an important component of the research agenda for Relational Frame Theory will involve studying the functional relations that obtain between environmental events and the physiological activity that takes place inside the brain and central nervous system, with a particular focus on human language and cognition. In support of this view, five separate experiments are outlined. The first three experiments replicate and extend previous research reported by Hayes and Bisset (1998). Specifically, the research, using both reaction time and neurophysiological measures, supports the argument that there is a clear functional overlap between semantic and derived stimulus relations. Specifically, an evoked potential waveform typically associated with semantic processing (N400) is shown to be sensitive to equivalence versus non-equivalence relations. Experiments 4 and 5 indicate that these reaction time and evoked potential effects are not -
Relational Frame Theory Relational Frame Theory a Post-Skinnerian Account of Human Language and Cognition
RELATIONAL FRAME THEORY RELATIONAL FRAME THEORY A POST-SKINNERIAN ACCOUNT OF HUMAN LANGUAGE AND COGNITION Edited by Steven C. Hayes University of Nevada, Reno Reno, Nevada and Dermot Barnes-Holmes Bryan Roche National University of Ireland Maynooth, Ireland KLUWER ACADEMIC PUBLISHERS NEW YORK, BOSTON, DORDRECHT, LONDON, MOSCOW eBook ISBN: 0-306-47638-X Print ISBN: 0-306-46600-7 ©2002 Kluwer Academic Publishers New York, Boston, Dordrecht, London, Moscow Print ©2001 Kluwer Academic/Plenum Publishers New York All rights reserved No part of this eBook may be reproduced or transmitted in any form or by any means, electronic, mechanical, recording, or otherwise, without written consent from the Publisher Created in the United States of America Visit Kluwer Online at: http://kluweronline.com and Kluwer's eBookstore at: http://ebooks.kluweronline.com To the memory of B. F. Skinner and J. R. Kantor They forged the way toward a naturalistic approach to human language and cognition A PERSONAL PROLOGUE Steven C. Hayes University of Nevada, Reno I have been asked by my coauthors to write a personal prologue to this volume. I am a bit embarrassed to do so, because it seems entirely too self-conscious, but I have agreed because it gives me a chance both to acknowledge a number of debts and to help reduce the harmful and false perception that RFT is a foreign intrusion into behavioral psychology. I would like first to acknowledge the debt RFT owes to Willard Day. I heard Willard speak in 1972 or 1973 as a beginning graduate student. His call to understand language as it is actually used became a lifelong commitment. -
Behavioral Models of Depression: a Critique of the Emphasis on Positive Reinforcement
International Journal of Behavioral Consultation and Therapy Volume 4, No. 2, 2008 Behavioral Models of Depression: A Critique of the Emphasis on Positive Reinforcement Paulo Roberto Abreu & Carlos E. Santos Abstract This paper provides a review of behavioral models of depression highlighting the problems associated with its historical emphasis on lowered frequencies of positive reinforcement. We analyzed the models of Ferster and Lewinsohn in their theoretical approach, methodology and application. We conducted a review of the suppressive characteristics exercised by punishment, by the presentation of non-contingent aversive stimulation and by operant extinction. A number of recommendations are made concerning how these processes can inform interventions. We conclude that interventions geared towards identifying aversive control play a promising role in clinical change in the treatment of depression. Keywords: Aversive Control, Response-Contingent Positive Reinforcement, Depression, Clinical Behavior Analysis, Functional Assessment, Behavioral Activation. The present article aims to revisit the principles of behavioral models of depression by emphasizing advancements in the field, as well as providing a critique of the dominant models. With this goal in mind, we aim to re-direct the conceptual analysis towards an understanding of the environmental variables frequently observed in the behaviors of depressed individuals. Drawing from the existing literature, we propose possible variables associated with behavioral suppression and its mechanisms during the development and course of depressive behavior repertories. Three particular behavioral processes are considered: (1) suppressive characteristics exercised by punishment, (2) the presentation of non-contingent aversive stimulation, and (3) operant extinction. We begin with a discussion of the dominant models of depression, followed by a critique, and we conclude with a discussion of how each of these processes can inform clinical interventions. -
Deeply Felt Affect: the Emergence of Valence in Deep Active Inference
LETTER Communicated by Ian Robertson Deeply Felt Affect: The Emergence of Valence in Deep Active Inference Casper Hesp* [email protected] Downloaded from http://direct.mit.edu/neco/article-pdf/33/2/398/1896849/neco_a_01341.pdf by guest on 01 October 2021 Department of Psychology and Amsterdam Brain and Cognition Centre, University of Amsterdam, 1098 XH Amsterdam, Netherlands; Institute for Advanced Study, University of Amsterdam, 1012 GC Amsterdam, Netherlands; and Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, U.K. Ryan Smith* [email protected] Laureate Institute for Brain Research, Tulsa, OK 74136, U.S.A. Thomas Parr [email protected] Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, U.K. Micah Allen [email protected] Aarhus Institute of Advanced Studies, Aarhus University, Aarhus 8000, Denmark; Centre of Functionally Integrative Neuroscience, Aarhus University Hospital, Aarhus 8200, Denmark; and Cambridge Psychiatry, Cambridge University, Cambridge CB2 8AH. U.K. Karl J. Friston [email protected] Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, U.K. Maxwell J. D. Ramstead [email protected] Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, U.K.; Division of Social and Transcultural Psychiatry, Department of Psychiatry and Culture, Mind, and Brain Program, McGill University, Montreal H3A 0G4, QC, Canada *C.H. and R.S. made equal contributions and are designated co–first authors. Neural Computation 33, 398–446 (2021) © 2020 Massachusetts Institute of Technology. https://doi.org/10.1162/neco_a_01341 Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.