PS-2A: Poster Session 2A |
| Session Type: Poster |
| Time: Sunday, September 15, 17:15 - 20:15 |
| Location: H Lichthof |
| PS-2A.1: Are Topographic Deep Convolutional Neural Networks Better Models of the Ventral Visual Stream? |
| Kamila Maria Jozwik; University of Cambridge and Massachusetts Institute of Technology |
| Hyodong Lee; Massachusetts Institute of Technology |
| Nancy Kanwisher; Massachusetts Institute of Technology |
| James DiCarlo; Massachusetts Institute of Technology |
| PS-2A.2: Deep neural networks can predict human behavior in arcade games |
| Holger Mohr; Technische Universität Dresden |
| Radoslaw M. Cichy; Freie Universität Berlin |
| Hannes Ruge; Technische Universität Dresden |
| PS-2A.3: Neural mechanisms underlying the computation of socially inferred rewards |
| Natalia Vélez; Stanford University |
| Hyowon Gweon; Stanford University |
| PS-2A.4: Visualizing Representational Dynamics with Multidimensional Scaling Alignment |
| Baihan Lin; Columbia University |
| Marieke Mur; University of Western Ontario |
| Tim Kietzmann; Cambridge University |
| Nikolaus Kriegeskorte; Columbia University |
| PS-2A.5: Q-AGREL: Biologically Plausible Attention Gated Deep Reinforcement Learning |
| Isabella Pozzi; Centrum Wiskunde & Informatica |
| Sander M. Bohté; Centrum Wiskunde & Informatica |
| Pieter R. Roelfsema; Netherlands Institute for Neuroscience |
| PS-2A.6: Dissociating different forms of random exploration |
| Magda Dubois; University College London |
| Johanna Habicht; University College London |
| Jochen Michely; University College London |
| Rani Moran; University College London |
| Ray Dolan; University College London |
| Tobias Hauser; University College London |
| PS-2A.7: Isolating Behavioural and Neural Metrics of Within-Trial Noise in Perceptual Decision-Making |
| Cian Judd; Trinity College Dublin |
| Elaine Corbett; Trinity College Dublin |
| Simon Kelly; University College Dublin |
| Redmond O'Connell; Trinity College Dublin |
| PS-2A.8: Linear-nonlinear Bernoulli modeling for quantifying temporal coding of phonemes in brain responses to continuous speech |
| Nathaniel Zuk; Trinity College Dublin |
| Giovanni Di Liberto; École Normale Supérierue |
| Edmund Lalor; University of Rochester |
| PS-2A.9: An Active Inference Perspective on Habit Learning |
| Sarah Schwöbel; TU Dresden |
| Dimitrije Markovic; TU Dresden |
| Stefan Kiebel; TU Dresden |
| PS-2A.10: Unmixed: Linear Mixed Models combined with Overlap Correction for M/EEG analyses. An Extension to the unfold Toolbox |
| Benedikt V. Ehinger; Radboud University |
| PS-2A.11: Modeling Cooperation and Competition in the Tiger Task |
| Saurabh Kumar; University Medical Center |
| Tessa Rusch; University Medical Center |
| Prashant Doshi; University of Georgia |
| Michael Spezio; Scripps College & University Medical Center |
| Jan Gläscher; University Medical Center |
| PS-2A.12: Predicting human prospective beliefs and decisions to engage using multivariate classification analyses of behavioural data |
| David Soto; Basque Center on Cognition, Brain and Language |
| Ning Mei; Basque Center on Cognition, Brain and Language |
| PS-2A.13: Goal-directed top-down control of perceptual representations: A computational model of the Wisconsin Card Sorting Test |
| Giovanni Granato; Laboratory of Computational Embodied Neuroscience |
| Gianluca Baldassarre; Laboratory of Computational Embodied Neuroscience |
| PS-2A.14: Advantages of heterogeneity of parameters in spiking neural network training |
| Nicolas Perez-Nieves; Imperial College London |
| Vincent C.H. Leung; Imperial College London |
| Pier Luigi Dragotti; Imperial College London |
| Dan F.M. Goodman; Imperial College London |
| PS-2A.15: Brain and DCNN representational geometries predict variability in conscious access |
| Daniel Lindh; University of Amsterdam |
| Ilja Sligte; University of Amsterdam |
| Kimron Shapiro; University of Birmingham |
| Ian Charest; University of Birmingham |
| PS-2A.16: Exploring Perceptual Illusions in Deep Neural Networks |
| Emily Ward; University of Wisconsin - Madison |
| PS-2A.17: FEF Biases the Persistence of Expectation |
| Brandon Caie; Queen's University |
| Paul Schrater; University of Minnesota |
| Aarlenne Khan; University of Montreal |
| Gunnar Blohm; Queen's University |
| PS-2A.18: Modulation of extrinsic and intrinsic processing by naturalistic audiovisual stimulation |
| Dror Cohen; National Institute of Information and Communications Technology |
| Shinji Nishimoto; National Institute of Information and Communications Technology |
| PS-2A.19: Representation of uncertainty during hippocampal theta sequences |
| Balázs Ujfalussy; MTA Institute of Experimental Medicine |
| Márton Kis; MTA Institute of Experimental Medicine |
| Gergő Orbán; MTA Wigner Research Center for Physics |
| PS-2A.20: Bayesian Model for Multisensory Integration and Segregation |
| Xiangyu Ma; Hong Kong University of Science and Technology |
| He Wang; Hong Kong University of Science and Technology |
| Min Yan; Hong Kong University of Science and Technology |
| Michael K Y Wong; Hong Kong University of Science and Technology |
| Wenhao Zhang; University of Pittsburgh |
| PS-2A.21: Shared visual illusions between humans and artificial neural networks |
| Ari Benjamin; University of Pennsylvania |
| Cheng Qiu; University of Pennsylvania |
| Ling-Qi Zhang; University of Pennsylvania |
| Konrad Kording; University of Pennsylvania |
| Alan Stocker; University of Pennsylvania |
| PS-2A.22: A Study on a Correlation between a Predictive Model of Motion Pictures Imitating the Predictive Coding of the Cerebral Cortex and Brain Activity |
| Chihiro Fujiyama; Ochanomizu University |
| Shinji Nishimoto; National Institute of Information and Communications Technology |
| Satoshi Nishida; National Institute of Information and Communications Technology |
| Hideki Asoh; National Institute of Advanced Industrial Science and Technology |
| Ichiro Kobayashi; Ochanomizu University |
| PS-2A.23: Recurrent networks can recycle neural resources to flexibly trade speed for accuracy in visual recognition |
| Courtney Spoerer; University of Cambridge |
| Tim Christian Kietzmann; University of Cambridge |
| Nikolaus Kriegeskorte; Columbia University |
| PS-2A.24: Colour clustering in visual working memory |
| Ben Cuthbert; Queen's University |
| Martin Paré; Queen's University |
| Dominic Standage; University of Birmingham |
| Gunnar Blohm; Queen's University |
| PS-2A.25: Clear Evidence for Electrophysiological Signatures of Duration and Rhythm Prediction, but not across Sensory Modalities |
| Alberto Mariola; University of Sussex |
| Reny Baykova; University of Sussex |
| Acer Y.C. Chang; Araya |
| Anil K. Seth; University of Sussex |
| Warrick Roseboom; University of Sussex |
| PS-2A.26: Modular RL for Real-Time Learning in Physical Environments |
| Per R. Leikanger; UiT - The Arctic University of Norway |
| PS-2A.27: Representation of face-prior precision |
| Helen Blank; University Medical Center Hamburg-Eppendorf |
| Christian Büchel; University Medical Center Hamburg-Eppendorf |
| PS-2A.28: Stopping actions by suppressing striatal plateau potentials |
| Mohammadreza Mohagheghi Nejad; Ruhr University Bochum |
| Daniel Trpevski; KTH Royal Institute of Technology |
| Jeanette Hellgren Kotaleski; KTH Royal Institute of Technology |
| Robert Schmidt; University of Sheffield |
| PS-2A.29: Aperiodic EEG activity tracks 1/f stimulus characteristics and the allocation of cognitive resources |
| Leonhard Waschke; University of Lübeck |
| Thomas Donoghue; University of California, San Diego |
| Sydney Smith; University of California, San Diego |
| Bradley Voytek; University of California, San Diego |
| Jonas Obleser; University of Lübeck |
| PS-2A.30: Human-Like Judgments of Stability Emerge from Purely Perceptual Features: Evidence from Supervised and Unsupervised Deep Neural Networks |
| Colin Conwell; Harvard University |
| Fenil Doshi; Harvard University |
| George Alvarez; Harvard University |
| PS-2A.31: High trait anxious individuals represent aversive environment as multiple states: a computational mechanism behind reinstatement |
| Ondrej Zika; Oxford University |
| Katja Wiech; Oxford University |
| Nicolas Schuck; Max Planck Institute for Human Development |
| PS-2A.32: Temporal dynamics of whole-brain networks across depths of unconsciousness |
| Dominic Standage; University of Birmingham |
| Corson Areshenkoff; Queen's University |
| Joseph Nashed; Queen's University |
| Matthew Hutchison; Biogen |
| Melina Hutchison; Massachusetts Eye and Ear Infirmary |
| Ravi Menon; Western University |
| Stefan Everling; Western University |
| Jason Gallivan; Queen's University |
| PS-2A.33: Rational Arbitration of Hippocampal Replay |
| Mayank Agrawal; Princeton University |
| Marcelo Mattar; Princeton University |
| Nathaniel Daw; Princeton University |
| Jonathan Cohen; Princeton University |
| PS-2A.34: Arbitrating between planning and habit in naturalistic environments |
| Ugurcan Mugan; Northwestern University |
| Malcolm A. MacIver; Northwestern University |
| PS-2A.35: Feature-binding in working memory through neuronal synchronization |
| Joao Barbosa; IDIBAPS |
| Kartik Sreenivasan; NYU Abu Dhabi |
| Albert Compte; IDIBAPS |
| PS-2A.36: Neural Information Flow: Learning neural information processing systems from brain activity |
| K. Seeliger; Radboud University, Donders Institute for Brain, Cognition and Behaviour |
| L. Ambrogioni; Radboud University, Donders Institute for Brain, Cognition and Behaviour |
| U. Güçlü; Radboud University, Donders Institute for Brain, Cognition and Behaviour |
| M. A. J. van Gerven; Radboud University, Donders Institute for Brain, Cognition and Behaviour |
| PS-2A.37: Evidence accumulation in changing environments: linking normative computation and neural implementation |
| Peter Murphy; University Medical Center Hamburg Eppendorf |
| Niklas Wilming; University Medical Center Hamburg Eppendorf |
| Carolina Hernandez Bocanegra; University Medical Center Hamburg Eppendorf |
| Genis Prat Ortega; Institut D’Investigacions Biomèdiques August Pi i Sunyer |
| Tobias Donner; University Medical Center Hamburg-Eppendorf |
| PS-2A.38: Computational fMRI Reveals Separable Representations Of Stimulus and Behavioral Choice In Auditory Cortex: A Tool for Studying the Locus Coeruleus Circuit |
| Kimia Yaghoubi; University of California, Riverside |
| Mahsa Alizadeh Shalchy; University of California, Riverside |
| Sana Hussain; University of California, Riverside |
| Xu Chen; University of California, Riverside |
| Ilana Benette; University of California, Riverside |
| Mara Mather; University of Southern California |
| Xiaoping Hu; University of California, Riverside |
| Aaron Seitz; University of California, Riverside |
| Megan Peters; University of California, Riverside |
| PS-2A.39: Prospective planning and retrospective learning in a large-scale combinatorial game |
| Ionatan Kuperwajs; New York University |
| Bas van Opheusden; Princeton University |
| Wei Ji Ma; New York University |
| PS-2A.40: Neural signatures of coping with multiple tasks in mouse visual cortex |
| Márton Hajnal; Hungarian Academy of Sciences |
| Duy Tran; University of California Los Angeles |
| Michael Einstein; University of California Los Angeles |
| Gergő Orbán; Hungarian Academy of Sciences |
| Peyman Golshani; University of California Los Angeles |
| Pierre-Olivier Polack; Rutgers State University of New Jersey |
| PS-2A.41: Multi-sensory integration in biological and artificial systems through an hourglass network architecture |
| Kamal Shadi; Georgia Institute of Technology |
| Eva Dyer; Georgia Institute of Technology |
| Majid Mohajerani; University of Lethbridge |
| Constantine Dovrolis; Georgia Institute of Technology |
| PS-2A.42: Phase coding of competing memories along the hippocampal theta oscillation in human MEG |
| Casper Kerrén; University of Birmingham |
| Maria Wimber; University of Birmingham |
| PS-2A.43: Eye Movements Reflect Causal Inference During Episodic Memory Retrieval |
| Yul HR Kang; Cambridge University |
| Johannes Mahr; Central European University |
| Márton Nagy; Eötvös Loránd Universiy |
| Krisztina Andrási; Eötvös Loránd Universiy |
| Gergely Csibra; Central European University |
| Máté Lengyel; Cambridge University |
| PS-2A.44: Abstract representations of space in the mouse dentate gyrus |
| Felix Taschbach; Maastricht University |
| Fabio Stefanini; Zuckerman Mind Brain and Behavior Institute, Columbia University |
| Marcu K. Benna; Zuckerman Mind Brain and Behavior Institute, Columbia University |
| Stefani Fusi; Zuckerman Mind Brain and Behavior Institute, Columbia University |
| PS-2A.45: Linking apparent position to population receptive field estimates using a visual field projection model |
| Marian Schneider; Maastricht University |
| Ingo Marquardt; Maastricht University |
| Shubarti Sengupta; Maastricht University |
| Federico De Martino; Maastricht University |
| Rainer Goebel; Maastricht University |
| PS-2A.46: Fear Generalization of Emotional Stimuli Can Be Explained By a Bayesian Inference Model |
| Lukas Neugebauer; University Medical Center Hamburg-Eppendorf |
| Christian Büchel; University Medical Center Hamburg-Eppendorf |
| PS-2A.47: Gestalt-based Contour Weights Improve Scene Categorization by CNNs |
| Morteza Rezanejad; McGill University |
| Gabriel Downs; McGill University |
| John Wilder; University of Toronto |
| Dirk B. Walther; University of Toronto |
| Allan Jepson; University of Toronto |
| Sven Dickinson; University of Toronto |
| Kaleem Siddiqi; McGill University |
| PS-2A.48: Overriding First Impressions: Evidence for a Reference-Dependent and Attentionally-Weighted Multi-Stage Process of Value-Based Decision-Making |
| Romy Frömer; Brown University |
| Amitai Shenhav; Brown University |
| PS-2A.49: Sources of Evidence for Neural Representation |
| Tyler Brooke-Wilson; MIT (Massachusetts Institute of Technology) |
| PS-2A.50: A Simulation-Based Comparison of Methods for Analyzing Aperiodic Neural Activity |
| Thomas Donoghue; University of California, San Diego |
| Richard Gao; University of California, San Diego |
| Leonhard Waschke; University of Lübeck |
| Bradley Voytek; University of California, San Diego |
| PS-2A.51: Computing Sound Space: World-centered Sound Localization in Ferrets |
| Stephen Town; University College London |
| Jennifer Bizley; University College London |
| PS-2A.52: A cognitive map of social network space |
| Seongmin Park; University of California, Davis |
| Douglas Miller; University of California, Davis |
| Hamed Nili; University of Oxford |
| Charan Ranganath; University of California, Davis |
| Erie Boorman; University of California, Davis |
| PS-2A.53: How Aging Shapes Neural Representations of Space: fMRI Evidence for Broader Direction Tuning Functions in Older Adults |
| Christoph Koch; Max Planck Institute for Human Development |
| Shu-Chen Li; TU Dresden |
| Thad Polk; University of Michigan |
| Nicolas W. Schuck; Max Planck Institute for Human Development |
| PS-2A.54: Evidence for Visual Representation of Numerosity in Natural Scenes |
| Maggie Mae Mell; Medical University of South Carolina |
| Ghislain St-Yves; Medical University of South Carolina |
| Emily Allen; University of Minnesota |
| Yihan Wu; University of Minnesota |
| Kendrick Kay; University of Minnesota |
| Thomas Naselaris; Medical University of South Carolina |
| PS-2A.55: Trial-by-trial voxelwise noise correlations improve population coding of orientation in human V1 |
| Ru-Yuan Zhang; University of Minnesota |
| Xue-Xin Wei; Columbia University |
| Xiangbin Teng; Max-Planck-Institute of Empirical Aesthetics |
| Kendrick Kay; University of Minnesota |
| PS-2A.56: Memorize-Generalize: An online algorithm for learning higher-order sequential structure with cloned Hidden Markov Models |
| Rajeev Rikhye; Vicarious AI |
| J. Swaroop Guntupalli; Vicarious AI |
| Nishad Gothoskar; Vicarious AI |
| Miguel Lazaro-Gredilla; Vicarious AI |
| Dileep George; Vicarious AI |
| PS-2A.57: Enabling naturalistic neuroscience through behavior mining: Analysis of long-term human brain and video recordings |
| Satpreet H. Singh; University of Washington |
| Steven M. Peterson; University of Washington |
| Rajesh P. N. Rao; University of Washington |
| Bingni W. Brunton; University of Washington |
| PS-2A.58: Forward Models in the Cerebellum using Reservoirs and Perturbation Learning |
| Katharina Schmid; Chemnitz University of Technology |
| Julien Vitay; Chemnitz University of Technology |
| Fred H. Hamker; Chemnitz University of Technology |
| PS-2A.59: Human learning and decision-making in the bandit task: Three wrongs make a right |
| Dalin Guo; UC San Diego |
| Angela Yu; UC San Diego |
| PS-2A.60: DeepLight: A Structured Framework For The Analysis of Neuroimaging Data Through Recurrent Deep Learning Models |
| Armin Thomas; Technische Universität Berlin |
| Hauke R. Heekeren; Freie Universität Berlin |
| Klaus-Robert Müller; Technische Universität Berlin |
| Wojciech Samek; Fraunhofer Heinrich Hertz Institute |
| PS-2A.61: What is a perceptual object? Human behavioral challenges for deep neural network modeling |
| Benjamin Peters; Columbia University |
| Nikolaus Kriegeskorte; Columbia University |
| PS-2A.62: GABAergic Competition Boosts the Irrationality of Protracted Decisions |
| Konstantinos Tsetsos; University Medical Center Hamburg-Eppendorf |
| Thomas Pfeffer; University Medical Center Hamburg-Eppendorf |
| Christoffer Gahnström; University Medical Center Hamburg-Eppendorf |
| Tobias H Donner; University Medical Center Hamburg-Eppendorf |
| PS-2A.63: Oscillatory dynamics of active learning in the human brain |
| Daniel Pacheco Estefan; IBEC |
| Xerxes D. Arsiwalla; IBEC |
| Riccardo Zucca; IBEC |
| Alessandro Principe; Hospital del Mar |
| Rodrigo Rocamora; Hospital del Mar |
| Nikolai Axmacher; Ruhr University Bochum |
| Paul F.M.J. Verschure; IBEC |
| PS-2A.64: The Structure of Cognition Across Computational Cognitive Neuroscience |
| Richard Gao; UC San Diego |
| Dylan Christiano; UCLA |
| Tom Donoghue; UC San Diego |
| Bradley Voytek; UC San Diego |
| PS-2A.65: Confirmation Bias is explained by Descending Loops in the Cortical Hierarchy |
| Vincent Bouttier; Ecole Normale Supérieure |
| Sophie Denève; Ecole Normale Supérieure |
| Renaud Jardri; Université de Lille |
| PS-2A.66: Understanding the functional and structural differences across excitatory and inhibitory neurons |
| Sun Minni; Peking University |
| Li Ji-An; University of Science and Technology of China |
| Theodore Moskovitz; Columbia University |
| Grace Lindsay; Columbia University |
| Kenneth Miller; Columbia University |
| Mario Dipoppa; Columbia University |
| Guangyu Robert Yang; Columbia University |
| PS-2A.67: A Computational Model for Combinatorial Generalization in Physical Perception from Sound |
| Yunyun Wang; Massachusetts Institute of Technology, Tsinghua University |
| Chuang Gan; MIT-IBM Watson AI Lab |
| Max Siegel; Massachusetts Institute of Technology |
| Zhoutong Zhang; Massachusetts Institute of Technology |
| Jiajun Wu; Massachusetts Institute of Technology |
| Joshua Tenenbaum; Massachusetts Institute of Technology |
| PS-2A.68: Exploring the relationship between the neural signatures of perceptual decision-formation and metacognition |
| Wouter Rys; Trinity College Dublin |
| Simon Kelly; University College Dublin |
| Redmond O'Connell; Trinity College Dublin |
| PS-2A.69: Integration of face features in expression discrimination studied with psychophysics and fMRI |
| Ilkka Muukkonen; University of Helsinki |
| Markku Kilpeläinen; University of Helsinki |
| Roosa Turkkila; University of Helsinki |
| Toni Saarela; University of Helsinki |
| Viljami Salmela; University of Helsinki |
| PS-2A.70: How do people learn how to plan? |
| Yash Raj Jain; Max Planck Institute for Intelligent Systems |
| Sanit Gupta; Max Planck Institute for Intelligent Systems |
| Vasundhara Rakesh; Max Planck Institute for Intelligent Systems |
| Peter Dayan; Max Planck Institute for Biological Cybernetics |
| Frederick Callaway; Princeton University |
| Falk Lieder; Max Planck Institute for Intelligent Systems |
| PS-2A.71: Perceptual Motion Illusions as a Tool to Probe Neural Mechanisms of Motion Integration in the V1-MT-MSTl Feedforward-Feedback System |
| Daniel Schmid; Ulm University |
| Maximilian P. R. Löhr; Ulm University |
| Heiko Neumann; Ulm University |
| PS-2A.72: Bayesian parameter estimation for the SWIFT model of eye-movement control during reading |
| Stefan A. Seelig; University of Potsdam |
| Maximilian M. Rabe; University of Potsdam |
| Noa Malem-Shinitski; University of Potsdam |
| Sebastian Reich; University of Potsdam |
| Ralf Engbert; University of Potsdam |