Permanent DOIs will be assigned to CCN papers starting in 2018.
To cite a CCN 2017 paper, we suggest using the following format (or the equivalent):
Smith, J. & Davis, S. Title of the paper. Conference on Cognitive Computational Neuroscience 2017. Archived at http://ccneuro.org/abstracts/abstract_XXXXXX.pdf.
| First Name | Last Name | Title | Co-Authors | Abstract / Paper Upload |
|---|---|---|---|---|
| James | Lo | How Do Biological Neural Networks Encode, Learn, Memorize and Generalize as a "Learning Machine"? | James Lo | View PDF |
| Santani | Teng | The Evolution of Tactile Letter Representations in Blind Braille Readers | Santani Teng, Radoslaw Cichy, Dimitrios Pantazis, Aude Oliva | View PDF |
| Marcelo | Mattar | A Rational Model of Prioritized Experience Replay | Marcelo Mattar, Nathaniel Daw | View PDF |
| Weige (Charlie) | Zhao | First Order Tactile Neurons with Complex Receptive Fields: A Neural Instantiation of Compressed Sensing? | Weige (Charlie) Zhao, Mark Daley, Andrew Pruszynski | View PDF |
| Ana Mafalda | Vicente | Amygdala-Striatal Interactions in Instrumental Learning | Ana Mafalda Vicente, Paolo Botta, Rui M. Costa | View PDF |
| Rishi | Rajalingham | Feedforward Deep Neural Networks Diverge from Humans and Monkeys on Core Visual Object Recognition Behavior | Rishi Rajalingham, Elias B. Issa, Kailyn Schmidt, Kohitij Kar, James J. DiCarlo | View PDF |
| Robert | Mok | Mokset: A shared stimulus set for object vision research | Robert Mok, Johannes Mehrer, Nikolaus Kriegeskorte | View PDF |
| Eleanor | Batty | Deep Networks for Decoding Natural Images from Retinal Signals | Eleanor Batty, Nikhil Parthasarathy, William Falcon, Thomas Rutten, Mohit Rajpal, E.J. Chichilnisky, Liam Paninski | View PDF |
| Guangzhi | Tang | NeuRobotics: A Spiking Neural Network Model of the Brain’s Spatial Navigation System for Autonomous Robots | Guangzhi Tang, Konstantinos Michmizos | View PDF |
| Mark | Lescroart | Unique Variance Found by Variance Partitioning is Superior to Total Variance Explained as a Model Comparison Metric | Mark Lescroart, Anwar Nunez-Elizalde, Jack Gallant | View PDF |
| Paria | Rezaeinia | Using Hitting-Time Interdecile Differences to Identify Brain Networks with Path-Like Features | Paria Rezaeinia, R. McKell Carter | View PDF |
| Fitz | Sturgill | Distinct Flavors of Prediction Error Signals in Forebrain Cholinergic and Midbrain Dopaminergic Neurons during Reinforcement Learning | Fitz Sturgill, Adam kepecs | View PDF |
| Rufin | VanRullen | Predictive Coding and Neural Communication Delays Produce Alpha-Band Oscillatory Impulse Response Functions | Rufin VanRullen | View PDF |
| Ari | Benjamin | Color Tuning Curves in V4 Do Not Generalize to Natural Images | Ari Benjamin, Pavan Ramkumar, Hugo Fernandes, Matthew Smith, Konrad Kording | View PDF |
| Sergio | Angulo | Cortical Ensembles Based on Dendritic Plateau Generation in the Prefrontal Cortex | Sergio Angulo, Joe Graham, Peng Gao, Salvador Dura-Bernal, Samuel Neymotin, Srdjan Antic, William Lytton | View PDF |
| Shannon | Tubridy | A Hierarchical Bayesian Approach to Inferring Mnemonic Status from the Brain | Shannon Tubridy, David Halpern, Lila Davachi, Todd Gureckis | View PDF |
| Richard | Murray | A Reverse Correlation Test of Computational Models of Lightness Perception | Richard Murray, Minjung Kim, Jason Gold | View PDF |
| Matthew | Ricci | A Dichotomy of Visual Relations | Matthew Ricci, Junkyung Kim, Dan Shiebler, Thomas Serre | View PDF |
| Grace | Lindsay | Understanding Biological Visual Attention Using Convolutional Neural Networks | Grace Lindsay, Ken Miller | View PDF |
| Hsin-Hung | Li | Human confidence report with multiple alternatives | Hsin-Hung Li, Wei Ji Ma | View PDF |
| Yalda | Mohsenzadeh | Unconscious Perception of Scenes Reveals a Perceptual Neural Signature of Memorability | Yalda Mohsenzadeh, Aude Oliva, Dimitrios Pantazis | View PDF |
| Kevin | Feigelis | Modular Task Learning in an Embodied Two-Dimensional Visual Environment | Kevin Feigelis, Daniel Yamins | View PDF |
| Ian | Ballard | Hippocampal Pattern Separation Supports Reinforcement Learning | Ian Ballard, Samuel McClure | View PDF |
| Laurence | Hunt | Distributed Mechanisms Supporting Information Search and Value-Based Choice in Prefrontal Cortex | Laurence Hunt, Nishantha Malalasekera, Archy de Berker, Bruno Miranda, Simon Farmer, Tim Behrens, Steve Kennerley | View PDF |
| Ida | Momennejad | Offline Replay Supports Planning: FMRI Evidence from Reward Revaluation | Ida Momennejad, Ross Otto, Nathaniel Daw, Kenneth Norman | View PDF |
| Mingyu | Song | History Effects in a Minimalistic Explore-Exploit Task | Mingyu Song, Zahy Bnaya, Wei Ji Ma | View PDF |
| Blake | Richards | Deep Learning with Segregated Dendrites | Jordan Guerguiev, Timothy Lillicrap, Blake Richards | View PDF |
| Emin | Orhan | When Do Neural Networks Learn Sequential Solutions in Short-Term Memory Tasks? | Emin Orhan, Wei Ji Ma | View PDF |
| Luca | Vizioli | Task-Related Top-Down Modulations Are More Pronounced in Inner Cortical Depths of Human Visual Cortex | Luca Vizioli, Keith Jamison, Kendrick Kay | View PDF |
| H.Steven | Scholte | Visual Pathways from the Perspective of Multi-Task Dnns | H.Steven Scholte, Max Losch, Kandan Ramakrishnan, Sander Bohte | View PDF |
| Ruyuan | Zhang | Attentional Field Model Does Not Explain Task-Dependent Spatial Representation in Human Ventral Temporal Cortex | Ruyuan Zhang, Kendrick Kay | View PDF |
| Laurent | Venance | Interplay between Multiple Plasticities and Activity Dependent rules: Data, Models and Possible Impact on Learning | Gaetan Vignoud, Alexandre Mendes, Sylvie Perez, Jonathan Touboul, Laurent Venance | View PDF |
| Teppei | Matsui | Brain-Wide Mapping of Stimulus Induced Variability Quenching Reveals Modularity of Cortical Network | Teppei Matsui, Tomonari Murakami, Kenichi Ohki | View PDF |
| Dobromir | Rahnev | Decreasing Sensory Noise Lowers Metacognitive Efficiency | Dobromir Rahnev, Ji Won Bang, Medha Shekhar | View PDF |
| Jun | Tani | Cognitive Neurorobotics Study Using Predictive Coding Framework | Jun Tani | View PDF |
| Leila | Wehbe | Deep Multi-View Representation Learning of Brain Responses to Natural Stimuli | Leila Wehbe, Anwar Nunez-Elizalde, Alexander Huth, Fatma Deniz, Natalia Bilenko, Jack Gallant | View PDF |
| Katherine | Storrs | Architecture matters: How Well Neural Networks Explain It Representation Does Not Depend on Depth and Performance Alone | Katherine Storrs, Johannes Mehrer, Alexander Walther, Nikolaus Kriegeskorte | View PDF |
| Prannath | Moolchand | Towards a Computational Account of Theta Band (4-8 Hz) Power Modulation in the Subthalamic Nucleus under Response Conflict | Prannath Moolchand, Stephanie Jones, Michael Frank | View PDF |
| Dimitrios | Pantazis | Feedforward and Feedback Neural Processing Revealed with MEG-fMRI Fusion | Dimitrios Pantazis, Yalda Mohsenzadeh, Radoslaw Cichy, Aude Oliva | View PDF |
| Ghislain | St-Yves | Decoding Brain-Like Representations with a Generative Adversarial Network | Ghislain St-Yves, Thomas Naselaris | View PDF |
| Thomas | Naselaris | A Theory of Mental Imagery | Jessica Breedlove, Ghislain St-Yves, Thomas Naselaris | View PDF |
| Daniel | Leeds | Modeling Mid-Level Visual Representations through Clustering in a Convolutional Neural Network | Daniel Leeds, Shane Hyde | View PDF |
| Kevin | Miller | Habits without Values | Kevin Miller, Amitai Shenhav, Elliot Ludvig | View PDF |
| Flora | Bouchacourt | Hebbian Mechanisms and Temporal Contiguity for Unsupervised Task-Set Learning | Flora Bouchacourt, Stefano Palminteri, Etienne Koechlin, Srdjan Ostojic | View PDF |
| Amir-Hossein | Karimi | Synthesizing Deep Neural Network Architectures Using Biological Synaptic Strength Distributions | Amir-Hossein Karimi, Mohammad Javad Shafiee, Ali Ghodsi, Alexander Wong | View PDF |
| Mohammad Javad | Shafiee | Exploring the Imposition of Synaptic Precision Restrictions for Evolutionary Synthesis of Deep Neural Networks | Mohammad Javad Shafiee, Francis Li, Alexander Wong | View PDF |
| Eric | Weiss | Vector-Symbolic Representations for Visual Scene Analysis | Eric Weiss, Bruno Olshausen | View PDF |
| Devika | Narain | Bayesian Integration Using Latent Dynamics | Devika Narain, Hansem Sohn, Mehrdad Jazayeri | View PDF |
| Morteza | Sarafyazd | Reasoning about Cognitive Errors in Nonhuman Primates | Morteza Sarafyazd, Mehrdad Jazayeri | View PDF |
| Aspen | Yoo | Resource Allocation and Confidence in Visual Working Memory | Aspen Yoo, Zuzanna Klyszejko, Wei Ji Ma, Clayton Curtis | View PDF |
| Thomas | O'Connell | Reconstructing spatial attention in the human brain: Deep neural network activity decoded from fMRI responses to scenes predicts eye movements | Thomas O'Connell, Marvin Chun | View PDF |
| Silvia | Lopez-Guzman | A Precise Computational Measure of Impulsivity that Signals Relevant Outcomes in Opioid Addiction Treatment | Silvia Lopez-Guzman, Anna Konova, Kenway Louie, Paul Glimcher | View PDF |
| Helen | Blank | Speech Perception and Deception Linked to Neural Representations of Prediction Error | Helen Blank, Marlene Spangenberg, Matthew Davis | View PDF |
| Spencer | Kent | A Vector Symbolic Approach to Scene Transformation | Spencer Kent, Bruno Olshausen | View PDF |
| Oliver | Vikbladh | Episodic Contributions to Model-Based Reinforcement Learning | Oliver Vikbladh, Daphna Shohamy, Nathaniel Daw | View PDF |
| Katarzyna | Jaworska | Healthy Ageing Delays by 40 Ms the Processing of the Face Features that Underlie Face Detection Behavior | Katarzyna Jaworska, Fei Yi, Robin Ince, Philippe Schyns, Guillaume Rousselet | View PDF |
| Kurt | Braunlich | Occipitotemporal Representations Are Modulated by Conceptual Knowledge and Interact with a Frontoparietal Network | Kurt Braunlich, Bradley C. Love | View PDF |
| Jeffrey | Seely | Propagating Targets through Noninvertible Layers of Deep Networks | Jeffrey Seely, Raoul-Martin Memmesheimer, Larry Abbott | View PDF |
| Frank | Tong | Failure of Deep Networks at Recognizing Objects in Visual Noise: Comparisons with Human Behavioral Performance | Frank Tong, Hojin Jang | View PDF |
| Rachel | Field | Disruption and Repair of Cortical Excitatory-Inhibitory Balance | Rachel Field, James D'Amour, Robert Froemke | View PDF |
| Christiane | Ahlheim | Estimating the Functional Dimensionality of Neural Representations | Christiane Ahlheim, Bradley C. Love | View PDF |
| Xaq | Pitkow | Inferring Inference | Rajkumar Vasudeva Raju, Xaq Pitkow | View PDF |
| Hillary | Levinson | Multivariate Pattern Analysis Reveals Semantic Information in Brain Areas Activated for Nonwords | Hillary Levinson, Samantha Mattheiss, William Graves | View PDF |
| Bruno | Richard | Local Masking in Natural Videos | Bruno Richard, Jake Whritner, Patrick Shafto | View PDF |
| Nicholas | Soures | How Neural Plasticity Boosts Performance of Spiking Neural Networks | Nicholas Soures, Abdullah Zyarah, Kristofor Carlson, Brad Aimone, Dhireesha Kudithipudi | View PDF |
| Romain | Quentin | Tracking Working Memory Content Processing with MEG | Romain Quentin, Jean-Remi King, Sallard Etienne, Fishman Nathan, Buch Ethan, Thompson Ryan, Cohen Leonardo | View PDF |
| Ruben | Coen-Cagli | Variability of V1 Population Responses to Natural Images Reflects Probabilistic Inference | Ruben Coen-Cagli, Adam Kohn | View PDF |
| Ili | Ma | Information Sampling in Trust Decisions | Ili Ma, Alan G. Sanfey, Wei Ji Ma | View PDF |
| Lars | Muckli | Studying Feedforward and Feedback Signal Integration | Lars Muckli, Andrew T Morgan, Lucy S Petro | View PDF |
| Dick | van den Broek | The Best Spike Filter Kernel is a Neuron | Dick van den Broek, Marvin Uhlmann, Renato Duarte, Hartmut Fitz, Karl-Magnus Petersson, Peter Hagoort | View PDF |
| Eric | Di Tomasso | A Computational Model of Auditory Entrainment | Shems Saleh, Eric Di Tomasso | View PDF |
| Zhen Hao | Wu | Training Neural Networks with Multi State Extended Kalman Filters | Zhen Hao Wu, Hyunmin Lee | View PDF |
| Kasper | Vinken | Deep Neural Networks and Visual Processing in the Rat | Kasper Vinken, Hans Op de Beeck | View PDF |
| Torben | Ott | Confidence Representations across Modalities in Orbitofrontal Cortex | Paul Masset, Torben Ott, Adam Kepecs | View PDF |
| Paul | Masset | Resolving the Reversal Paradox of Memory Confidence | Paul Masset, Adam Kepecs | View PDF |
| Benedicte | Babayan | State Inference Modulation of Dopamine Reward Prediction Errors | Benedicte Babayan, Naoshige Uchida, Samuel Gershman | View PDF |
| Angela | Radulescu | Reward-Sensitive Attention Dynamics during Human Reinforcement Learning | Angela Radulescu, Yuan Chang Leong, Yael Niv | View PDF |
| Yeon Soon | Shin | Latent Cause Inference in Social Biases | Yeon Soon Shin, Yael Niv | View PDF |
| Bryan | Conklin | In Search of an Objective Measure of Working Memory | Bryan Conklin, William Hahn, Nicholas Dotson, Rodrigo Salazar, Charles Gray, Steven Bressler | View PDF |
| Ravi | Sojitra | The Dynamics of Human Visual Experiences | Ravi Sojitra, Wai Keen Vong, Patrick Shafto | View PDF |
| Michael | Craig | Classifying Resting and Task State Brain Connectivity Matrices Using Graph Convolutional Networks | Michael Craig, Ioannis Pappas, Stefan Winzeck, Lydia Vinals, David Menon, Emmanuel Stamatakis | View PDF |
| Thomas | Ringstrom | Compositional Constraint Satisfaction Control | Thomas Ringstrom, Paul Schrater | View PDF |
| Natalia | Vélez | Two Heads Are Better than One: Integrating Incomplete Information with Imperfect Advice | Natalia Vélez, Hyowon Gweon | View PDF |
| Long | Ni | Modeling Interference in the N-Back Task | Long Ni, Wei Ji Ma | View PDF |
| Steven | Pyle | Evolution of Biologically-Inspired Ion Channel Neural Networks for Simple Brain Behaviours | Steven Pyle, Pamela Douglas | View PDF |
| Anwar | Nunez-Elizalde | Improving Predictive Models Using Non-Spherical Gaussian Priors | Anwar Nunez-Elizalde, Alexander Huth, Jack Gallant | View PDF |
| Brad | Wyble | Adaptive Sparsity: Remembering less to learn more | Brad Wyble, Garrett Swan, John Sustersic, Sara Jamshidi | View PDF |
| Michael | Nunez | EEG measures of neural processing speed reflect human visual encoding time | Michael Nunez, Aishwarya Gosai, Joachim Vandekerckhove, Ramesh Srinivasan | View PDF |
| Dominic | Mussack | A Model of Human Task Switching as Optimal Time Allocation | Dominic Mussack, Paul Schrater | View PDF |
| SiQi | Zhou | A Comparison of Probabilistic Population Code and Sampling-Based Code in Neural State Estimations | SiQi Zhou | View PDF |
| Shaoming | Wang | Informative and Affective Neural Pathways underlying Explore-Exploit Tradeoffs | Shaoming Wang, David Smith, Mauricio Delgado | View PDF |
| Patrick | McClure | Representing Uncertainty in Visual Perception Using Pre-Synaptic Gaussian Noise and Sampling | Patrick McClure, Nikolaus Kriegeskorte | View PDF |
| James | Thompson | Pavlovian-Instrumental Interactions during Social Reinforcement Learning | James Thompson, Margaret Westwater | View PDF |
| Jérôme | Dockès | Relating Brain Structures to Open-Ended Descriptions of Cognition | Jérôme Dockès, Olivier Grisel, Joan Massich, Fabian Suchanek, Bertrand Thirion, Gaël Varoquaux | View PDF |
| Cristina | Savin | Two-In-One: A Circuit Optimised for Recollection Predicts Recognition Behavior | Cristina Savin, Mate Lengyel | View PDF |
| Andrew | Murphy | The role of network architecture and control in working memory | Andrew Murphy, Rastko Ciric, Graham Baum, David Roalf, Theodore Satterthwaite, Danielle Bassett | View PDF |
| Konstantinos | Michmizos | On the Computational Roles of Astrocytes | Leo Kozachkov, Konstantinos Michmizos | View PDF |
| Bas | van Opheusden | Modeling Decision Tree Search in a Two-Player Game | Bas van Opheusden, Gianni Galbiati, Yunqi Li, Wei Ji Ma | View PDF |
| Paul | Levy | Asymmetric Saccadic Suppression: Preserved Luminance Sensitivity along the Saccade Trajectory | Paul Levy, Marc Zirnsak, Lars Michels, Tirin Moore, Roozbeh Kiani | View PDF |
| Mark | Ho | Showing versus Doing: Teaching by Demonstration | Mark Ho, Michael Littman, James MacGlashan, Fiery Cushman, Joseph Austerweil | View PDF |
| Hans | Op de Beeck | Is a Cow Mug a Cow or a mug? Object Appearance, but Not Semantics, is Represented in the Human Category-Selective Cortex | Stefania Bracci, Ioannis Kalfas, Hans Op de Beeck | View PDF |
| Eric | Wong | A Multivariate Autoregressive Model to Describe Whole-Brain Bold fMRI Dynamics | Eric Wong | View PDF |
| Jean-Remi | KING | Tracking the Canonical Computations of Perceptual Processing in a Continuous Sensory Flow | Jean-Remi KING, Valentin WYART | View PDF |
| Martin | Wiener | Towards Improved Sharing of Model Code in Computational Cognitive Neuroscience | Martin Wiener | View PDF |
| Ruohan | Zhang | Attention Guided Deep Imitation Learning | Ruohan Zhang, Zhuode Liu, Mary Hayhoe, Dana Ballard | View PDF |
| Marvin | Uhlmann | Ambiguity Resolution in a Spiking Network Model of Sentence Comprehension | Marvin Uhlmann, Dick van den Broek, Hartmut Fitz, Peter Hagoort, Karl-Magnus Petersson | View PDF |
| Daniel | Bennett | The Decision Decoding Toolbox (DDTBOX): A Multivariate Pattern Analysis Toolbox for Event-Related Potentials | Daniel Bennett, Daniel Feuerriegel, Phillip Alday, Stefan Bode | View PDF |
| Craig | Taswell | The Ventral-Striatum's Role in Learning from Gains and Losses | Craig Taswell, Bruno Averbeck, Vincent Costa | View PDF |
| Andre | Bastos | Laminar-Specific Activity in Frontal Cortex Suggests Mechanisms for Control of Working Memory | Andre Bastos, Roman Loonis, Simon Kornblith, Michael Lundqvist, Earl Miller | View PDF |
| Jee Hyun | Choi | Cortically Projecting Basal Forebrain Parvalbumin Positive Neurons Alter the Scale-Free Properties of Auditory Steady-State Responses | Jee Hyun Choi, Eunjin Hwang | View PDF |
| Mehran | Moradi | Influence of Attentional Modulation on the Construction of Reward Value | Mehran Moradi, Emily Chu, Alireza Soltani | View PDF |
| Keno | Juechems | Medial Prefrontal Cortex Adopts Multiple Frames of Reference for Value and Context during Maximization of Multiple Outcomes | Keno Juechems, Jan Balaguer, Santiago Herce-Castañón, Jill O'Reilly, Christopher Summerfield | View PDF |
| Zhengwei | Wu | Inferring latent states from foraging behavior | Arun Kumar, Zhengwei Wu, Neda Shahibi, Valentin Dragoi, Xaq Pitkow, Paul Schrater | View PDF |
| Kyriacos | Nikiforou | Identifying Information Broadcast in Complex Networks | Kyriacos Nikiforou, Pedro A. M. Mediano, Murray Shanahan | View PDF |
| Pedro | Mediano | Implementation of Attentional Bistability in a Computational Model of the Dragonfly Visual System | Juan Carlos Farah, Christos Kaplanis, Christopher Snowden, Luka Milic, Zafeirios Fountas, Pedro Mediano | View PDF |
| Jörn | Diedrichsen | Task-Evoked Activity Outperforms Spontaneous Neural Fluctuations in Characterizing Cortico-Cerebellar Connectivity | Jörn Diedrichsen, Maedbh King, Richard Ivry | View PDF |
| Simon | Davis | Stimulation-Based Control of Working Memory Computations | Simon Davis, Courtney Crowell, Lysianne Beynel, Wesley Lim, Sarah Lisanby, Angel Peterchev, Bruce Luber, Greg Appelbaum, Roberto Cabeza | View PDF |
| Steven | Frankland | Basal Ganglia Contributions to Logical Operations in Humans | Steven Frankland, Joshua Greene | View PDF |
| Constantin | Rothkopf | Inferring Intrinsic Costs in Natural Behavior through Inverse Reinforcement Learning | Constantin Rothkopf | View PDF |
| Nikolaus | Kriegeskorte | Cognitive Computational Neuroscience | Nikolaus Kriegeskorte, Pamela Douglas | View PDF |
| Farzaneh | S. Fard | An Actor Critic with an Internal Model | Farzaneh S. Fard, Abraham Nunes, Thomas Trappenberg | View PDF |
| Kendrick | Kay | Principles for Models of Neural Information Processing | Kendrick Kay | View PDF |
| Owen | Parsons | Predicting Cognitive Empathy from Face Specific Neural Signatures | Owen Parsons, Richard Bethlehem, Jan Freyberg, Simon Baron-Cohen | View PDF |
| Michael | Bonner | Computational mechanisms underlying fMRI responses to affordance properties in visual scenes | Michael Bonner, Russell Epstein | View PDF |
| Andrew | Valenti | A Neural Field Model of Sequence Perception | Andrew Valenti, Bradley Oosterveld, Matthias Scheutz | View PDF |
| Sanjeevan | Ahilan | Forgetful inference in a sophisticated world model | Sanjeevan Ahilan, Rebecca Solomon, Kent Conover, Ritwik Niyogi, Peter Shizgal, Peter Dayan | View PDF |
| Junaid | Merchant | Replicable Brain-Cognition Correlations Require Larger Sample Sizes | Charles Lynch, Junaid Merchant, Chandan Vaidya | View PDF |
| Adrian | Haith | Response Time Determines Response Selection in Cognitive Control | Adrian Haith, Robert Hardwick, Montrell Vass | View PDF |
| valeria | caruso | Multiplexing in Face Selective Cortex: Evidence of Flexible Trial-By-Trial and Sub-Trial Representations of Multiple Stimuli | valeria caruso, Akinori Ebihara, Surya Tokdar, Winrich Freiwald, Jennifer Groh | View PDF |
| Tao | Tu | Two Neural Mechanisms Underlie the Perceptual Decision Bias towards Faces | Tao Tu, Paul Sajda | View PDF |
| Florian | Colombo | BachProp: A Trainable Generative Model of Music Scores | Florian Colombo, Wulfram Gerstner | View PDF |
| Olga | Lositsky | Weak Fusion of Cue Predictions in Context-Based Decisions | Olga Lositsky, Michael Shvartsman, Robert C. Wilson, Jonathan D. Cohen | View PDF |
| Hartmut | Fitz | Activity-Silent Short-Term Memory for Language Processing | Hartmut Fitz, Dick van den Broek, Marvin Uhlmann, Renato Duarte, Peter Hagoort, Karl-Magnus Petersson | View PDF |
| Christoph | Weidemann | Spectral Eeg Features Track Unitary Recognition Memory Signal | Christoph Weidemann, Michael Kahana | View PDF |
| Seyed-Mahdi | Khaligh-Razavi | Tracking the Spatiotemporal Neural Dynamics of Object Properties in the Human Brain | Seyed-Mahdi Khaligh-Razavi, Radoslaw Cichy, Dimitrios Pantazis, Aude Oliva | View PDF |
| Marieke | Mur | Representational Dynamics: The Temporal Evolution of Neural Population Coding in Nonhuman Primate Inferior Temporal Cortex | Marieke Mur, Andrew Bell, Nicholas Malecek, Elyse Morin, John Duncan, Nikolaus Kriegeskorte | View PDF |
| Kamila | Jozwik | Animacy Dimensions Ratings and Approach for Decorrelating Stimuli Dimensions | Kamila Jozwik, Ian Charest, Nikolaus Kriegeskorte, Radoslaw Cichy | View PDF |
| Elizabeth | Shay | Between-Subjects Neural Decoding of Phrase Representations Outperforms Word2Vec Decoding | Elizabeth Shay, Benjamin Zinszer, Rajeev Raizada | View PDF |
| Raphael | Kaplan | Using Markov Decision Processes to Model Planning in Novel Environments | Raphael Kaplan, Karl Friston | View PDF |
| Luca | Mazzucato | Metastable Cortical Dynamics Drive Anticipatory Neural Activity | Luca Mazzucato, Giancarlo La Camera, Alfredo Fontanini | View PDF |
| Philipp | Schwartenbeck | Building Models of the World: Neural Mechanisms of Bayesian Model Averaging | Philipp Schwartenbeck, Thomas FitzGerald, Christoph Mathys, Ray Dolan, Martin Kronbichler, Karl Friston | View PDF |
| Sergio | Romano | Bayesian Selection of Grammar Productions for the Language of Thought | Sergio Romano, Alejo Salles, Marie Amalric, Stanislas Dehaene, Mariano Sigman, Santiago Figueria | View PDF |
| Courtney | Spoerer | Recurrent Convolutional Neural Networks Suppress Occluders and Enhance Targets in Occluded Object Recognition | Courtney Spoerer, Nikolaus Kriegeskorte | View PDF |
| Samantha | Cohen | Engaging Narratives Evoke Similar Neural Activity and Lead to Similar Time Perception | Samantha Cohen, Simon Henin, Lucas Parra | View PDF |
| Yaara | Erez | Behavioral Significance Modulates Attentional Competition in Frontoparietal Cortex | Yaara Erez, John Duncan | View PDF |
| Jeffrey | Siskind | Neural Representation of Minimal Syntactic Units | Charles Bradley, Jeffrey Siskind, Ronnie Wilbur | View PDF |
| Johannes | Mehrer | Deep Neural Networks Trained on Ecologically Relevant Categories Better explain human IT | Johannes Mehrer, Tim C. Kietzmann, Nikolaus Kriegeskorte | View PDF |
| Davide | Zambrano | Continuous-Time Neural Reinforcement Learning for Decision-Making Problems | Davide Zambrano, Pieter Roelfsema, Sander Bohte | View PDF |
| Esti | Blanco-Elorrieta | Decoding Language Switching in the Bilingual Brain | Esti Blanco-Elorrieta, Karen Emmorey, Liina Pylkkänen | View PDF |
| Anirudh | Wodeyar | Functional Connectivity Using Complex-Gaussian Graphical Models of EEG | Anirudh Wodeyar, Ramesh Srinivasan | View PDF |
| Paul | Ferré | Fully Feedforward Unsupervised Features Learning in Early Visual Layers with Binary-STDP | Paul Ferré, Franck Mamalet, Simon Thorpe | View PDF |
| Wenhao | Zhang | Congruent and opposite Neurons: Neural Substrate of a Complete Picture of Multisensory Processing | Wenhao Zhang, He Wang, Tai Sing Lee, K.Y. Michael Wong, Si Wu | View PDF |
| Martin | Chadwick | Semantic Gist Arises from Vector Space Composition in the Temporal Pole | Martin Chadwick, Dharshan Kumaran, Oriol Vinyals, Hugo Spiers, Demis Hassabis | View PDF |
| Christopher | Baldassano | Discovering Event Structure in Continuous Narrative Perception and Memory | Christopher Baldassano, Janice Chen, Asieh Zadbood, Jonathan Pillow, Uri Hasson, Kenneth Norman | View PDF |
| William | Graves | Using Representations from Artificial Neural Network Models of Reading to Reveal Neural Activation Patterns for Different Reading Computations | William Graves | View PDF |
| Shiva | GhaaniFarashahi | Your Favorite Color Makes Learning More Adaptable and Precise | Shiva GhaaniFarashahi, Katherine Rowe, Zohra Aslami, Daeyeol Lee, Alireza Soltani | View PDF |
| Nicola | van Rijsbergen | Information-Theoretic Redundancy Reveals the Dynamic Construction of Behaviorally-Relevant Representations in the Ventral Stream | Nicola van Rijsbergen, Robin Ince, Joachim Gross, Philippe Schyns | View PDF |
| Wouter | Kruijne | Simultaneously Learning External Actions and Internal Gating for Multi-Item Working Memory | Wouter Kruijne, Sander Bohte, Pieter Roelfsema, Christian Olivers | View PDF |
| Teresa | Karrer | A Computational Approach towards Automated Health Research Policies: Data-Guided Screening of Impaired Mental Domains in Schizophrenia | Teresa Karrer, Danielle Bassett, Danilo Bzdok | View PDF |
| Anna | Kasdan | Decoding of Auditory Sequences in Working Memory Using Meg | Anna Kasdan, David Poeppel, Jean-Remi KING | View PDF |
| Neelesh | Kumar | Camera-Based Detection of the Early Stages of Fatigue: Validation with Meg and Self-Assessment Data | Neelesh Kumar, Chintan Trivedi, Lezi Wang, Dimitrios Pantazis, Dimitris N. Metaxas, Konstantinos Michmizos | View PDF |
| Leyla | Isik | Invariant Recognition drives neural representations of action sequences | Leyla Isik, Andrea Tacchetti, Tomaso Poggio | View PDF |
| Leyla | Tarhan | Modeling the Neural Structure Underlying Human Action Perception | Leyla Tarhan, Talia Konkle | View PDF |
| David | Soto | How the Human Brain Introspects about One's Own Cognition and Behavior | David Soto, Mona Theodoraki, Pedro M. Paz-Alonso | View PDF |
| Alona | Fyshe | The neural representation of concepts during composition | Alona Fyshe, Esti Blanco-Elorrieta, Liina Pylkkänen | View PDF |
| Lav | Varshney | Optimal Energy Allocation in Reliable Neural Sensory Processing | Avhishek Chatterjee, Lav Varshney | View PDF |
| William T. | Adler | When making confidence judgments, people take into account bottom-up and top-down stimulus uncertainty | William T. Adler, Rachel N. Denison, Marisa Carrasco, Wei Ji Ma | View PDF |
| Suresh Kirthi | Kumaraswamy | Bank of Weight Filters in CNNs: A Case for Life Long Learning with Memory | Suresh Kirthi Kumaraswamy, PS Sastry, KR Ramakrishnan | View PDF |
| Leila | Reddy | Using DNNs as a Yardstick for Estimating the Representational Value of Oscillatory Brain Signals. | Leila Reddy, Radoslaw Cichy, Rufin VanRullen | View PDF |
| Sebastian | Bobadilla Suarez | Measures of Neural Similarity | Sebastian Bobadilla Suarez, Bradley C. Love | View PDF |
| Drew | Linsley | Driving Deep Networks towards Human Vision | Drew Linsley, Sven Eberhart, Thomas Serre | View PDF |
| Chris | Foster | Decoding Word Semantics and Learning in EEG Data via an Artificial Language | Chris Foster, Chad C. Williams, Olave E. Krigolson, Alona Fyshe | View PDF |
| Andreas | Krug | Adaptation of the Event-Related Potential Technique for Analyzing Artificial Neural Nets | Andreas Krug, Sebastian Stober | View PDF |
| Kiran | Vodrahalli | A Temporal Decay Model for Mapping between fMRI and Natural Language Annotations | Kiran Vodrahalli, Cathy Chen, Viola Mocz, Christopher Baldassano, Uri Hasson, Sanjeev Arora, Kenneth Norman | View PDF |
| Ondrej | Zika | Investigating the Dynamics of Pain-Related Learning | Ondrej Zika, Ben Crittenden, Rafal Bogacz, Katja Wiech | View PDF |
| Robin | Ince | A General Framework for Quantifying Representational Interactions Using Information Theory | Robin Ince, Nicola van Rijsbergen, Hyojin Park, Joachim Gross, Philippe Schyns | View PDF |
| Volker | Tresp | Tensor Memories | Volker Tresp, Yunpu Ma, Stephan Baier | View PDF |
| Jason | Webster | A Data-Driven Method for Investigating Cortical Functional Organization | Jason Webster, Ione Fine | View PDF |
| Kelsey | McDonald | Inferring Individual Goals Using Inverse Reinforcement Learning | Kelsey McDonald, Shariq Iqbal, Scott Huettel, John Pearson | View PDF |
| Chaitanya | Ryali | Contextual Dependence of Human Preference for Complex Objects: A Bayesian Statistical Account | Chaitanya Ryali, Angela Yu | View PDF |
| Andres | Campero | A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions | Andres Campero, Bjarke Felbo, Josh Tenenbaum, Rebecca Saxe | View PDF |
| Laurie | Bayet | Dynamics of Audiovisual Representations in the Adult Brain Using a Child-Friendly Stimulus Set | Laurie Bayet, Zoe Pruitt, Radoslaw Cichy, Charles Nelson, Richard Aslin | View PDF |
| Randall | Ellis | Decoding Visual Images from Neuronal Calcium Responses Using Deep Neural Networks | Randall Ellis, Mike Michaelides | View PDF |
| Stefano | Anzellotti | Nonlinear Statistical Dependence Outperforms Linear Dependence in Bayesian Inferences about the Neural Networks Underlying Simulated fMRI Data | Stefano Anzellotti, Dae Houlihan, Rebecca Saxe | View PDF |
| Silvan | Quax | Object Recognition as Evidence Integration in Recurrent Neural Networks | Silvan Quax, Marcel A.J. van Gerven | View PDF |
| Thomas | Schatz | ASR Systems as Models of Phonetic Category Perception | Thomas Schatz, Francis Bach, Emmanuel Dupoux | View PDF |
| Samuel Pavio | Muscinelli | Long Timescale Sequence Recognition Using Adaptive Neural Networks | Samuel Pavio Muscinelli, Wulfram Gerstner | View PDF |
| Yaelan | Jung | Modality-Independent Coding of Concepts in Prefrontal Cortex | Yaelan Jung, Bart Larsen, Dirk Walther | View PDF |
| Md. Shoaibur | Rahman | Probabilistic Inference in Multi-Finger Touch | Md. Shoaibur Rahman, Akshat Patel, Jeffrey Yau | View PDF |
| Emilie | Josephs | Dissociable Representations of Objects, Scenes, and Intermediate Views | Emilie Josephs, Talia Konkle | View PDF |
| Pablo | Tano | Variability in Prior Expectations Explains Biases in Confidence Reports | Pablo Tano, Florent Meyniel, Mariano Sigman, Alejo Salles | View PDF |
| Lucy | Lai | Multisensory Context Warps Time Perception | Lucy Lai, John Magnotti, Jeffrey Yau | View PDF |
| Bowen | Xu | Fast Weights Using Improved Memory Consolidation Designs | Bowen Xu, Jimmy Ba, Richard Zemel | View PDF |
| Tom | Chen | Encoding the Feedback Pathway of the Ventral Stream | Tom Chen | View PDF |
| David | Huber | A Grid/Place Cell Model of Episodic Memory and Spatial Navigation in the Medial Temporal Lobe | David Huber, Trygve Solstad | View PDF |
| Alireza | Hashemi | Modeling Integration of Motion-Direction Change-Detection in Human Vision | Alireza Hashemi, Fredrick Kingdom | View PDF |
| Michael | Cole | Computational Network Mechanisms of Task-Evoked Functional Connectivity | Michael Cole, Takuya Ito | View PDF |
| Ming Bo | Cai | Spurious Structure in Representational Similarity Analysis and a Bayesian Approach to Reducing Bias in Rsa of fMRI Data | Ming Bo Cai, Nicolas Schuck, Jonathan Pillow, Yael Niv | View PDF |
| Dylan | Festa | Modeling Uncertainty About Low--level Features of Natural Images | Dylan Festa, Ruben Coen-Cagli | View PDF |
| Leyla Roksan | Caglar | Deep Networks Predict Attentional Bias in Category Learning | Leyla Roksan Caglar, Stephen Jose Hanson, Catherine Hanson | View PDF |
| Hsiang-Yun | Chien | A Model for Sequential Processing and Sequence Learning | Hsiang-Yun Chien, Christopher Honey | View PDF |
| Kai | Krueger | The Emergent platform™ for Community Ccn | Randy O'Reilly, Kai Krueger, Brian Mingus, John Rohrlich | View PDF |
| Praveenram | Balachandar | NeuRobotics: A Spiking Neural Network Model of the Oculomotor System for Controlling a Biomimetic Robotic Head | Praveenram Balachandar, Konstantinos Michmizos | View PDF |
| Johanni | Brea | A snapshot-based, planning-free model of food caching behavior | Johanni Brea, Wulfram Gerstner | View PDF |
| Zahy | Bnaya | Suboptimality and Metacognition in Human Sequential Planning | Zahy Bnaya, Wei Ji Ma | View PDF |
| Christopher | Cueva | Probing the Neural Representation of Space by Training Recurrent Neural Networks to Perform Spatial Localization | Christopher Cueva, Xue-Xin Wei | View PDF |
| Vincent | Costa | Amygdala drives value and exploration signals in striatum and orbitofrontal cortex | Vincent Costa, Bruno Averbeck | View PDF |
| Zafeirios | Fountas | Clockless Biologically-Plausible Architecture for Temporal Perception Using Convolutional Neural Networks | Zafeirios Fountas, Kyriacos Nikiforou, David Bhowmik, Murray Shanahan, Warrick Roseboom, Anil Seth | View PDF |
| Jennifer | Groh | Fluctuating Activity and Coding of Multiple Items | V. C. Caruso, J. T. Mohl, C. Glynn, J. Lee, S. Willett, A. Zaman, R. Estrada, S. T. Tokdar, Jennifer Groh | View PDF |
| Peter | Hellyer | From Homeostasis to behavior: Balanced Activity in an Exploration of Embodied Dynamic Environmental-Neural Interaction. | Peter Hellyer, Claudia Clopath, Angie Kehagia, Federico Turkheimer, Robert Leech | View PDF |
| Yukiyasu | Kamitani | Deep Image Reconstruction from Human Brain Activity | Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani | View PDF |
| Samuel | McDougle | Between Zero and one: Evidence for an Analog Cognitive Computation in the Re-Planning of Movements | Samuel McDougle, Jordan Taylor | View PDF |
| Vijay | Singh | A Supervised Approach to Understand Human Color Constancy | Vijay Singh, Benjamin Heasly, Nicolas Cottaris, David Brainard, Johannes Burge | View PDF |
| Shady | El Damaty | Intrinsic Functional Connectivity of the Striatum in Developing Adolescents | Shady El Damaty, Goldie McQuaid, Kelly Martin, Valerie Darcey, Emma Rose, Diana Fishbein, John VanMeter | View PDF |
| Luigi | Acerbi | Model Fitting Under Uncertainty: A Practical Analysis of Derivative-Free Optimization for Cognitive and Computational Neuroscience | Luigi Acerbi, Wei Ji Ma | View PDF |
| Shannon M. | Locke | The Temporal Dynamics of Meta-Cognition in a Continuous Visuomotor Task | Shannon M. Locke, Michael S. Landy, Pascal Mamassian, Eero P. Simoncelli | View PDF |
| Dana | Mastrovito | Common and Divergent Features of Resting-State Connectivity in Autism and Schizophrenia | Dana Mastrovito, Stephen Jose Hanson, Catherine Hanson | View PDF |
| Thomas | Christie | Inducing and Detecting Cognitive Cost Effects | Thomas Christie, Paul Schrater | View PDF |
| Nicholas | Blauch | Face Module Activations Inform Non-Face Discrimination | Nicholas Blauch, Elissa Aminoff, Michael Tarr | View PDF |
| Christos | Papadimitriou | An Analytically Tractable Model for the Emergence of Concept Cells in the Human MTL | Christos Papadimitriou, Wolfgang Maass, Santosh Vempala, Robert Legenstein | View PDF |
| Milena | Rabovsky | Change in an implicit probabilistic representation captures meaning processing in the brain | Milena Rabovsky, Steven Hansen, James McClelland | View PDF |
| Natalie | Steinemann | Motion Detection Behavior Best Explained by Channel Selection Model | Natalie Steinemann, Redmond O'Connell, Simon Kelly | View PDF |
| Zhiwei | Li | Valuation as inference: A New Model for the Effects of Fixation on Choice | Zhiwei Li, Wei Ji Ma | View PDF |
| Patrick | Sadil | A Novel Method for fMRI analysis: Inferring Neural Mechanisms from Voxel Tuning | Patrick Sadil, David Huber, John Serences, Rosemary Cowell | View PDF |
| Amol | Gharat | Estimating Subunit Receptive Field Models of Thalamic Neurons with Deep Learning. | Amol Gharat, Philippe Nguyen, Curtis Baker | View PDF |
| Wei Ji | Ma | An Ecologically Rational Explanation for Set Size Effects | Wei Ji Ma, Ronald Van den Berg | View PDF |
| Andra | Mihali | Characterizing Behavior and Microsaccades in Adhd Using a Mixed Sensory - Executive Psychophysical Paradigm | Andra Mihali, Wei Ji Ma, Allison Young, Michael Halassa, Len Adler | View PDF |
| Mojtaba | Sahraee Ardakan | Learning Nonlinear Dynamical Networks in Neural Systems | Mojtaba Sahraee Ardakan, Melikasadat Emami, Alyson Fletcher, Michael Trumpis, Brinnae Bent, Jonathan Viventi | View PDF |
| David | Noelle | Sparse Coding of Learned State Representations in Reinforcement Learning | David Noelle, Jacob Rafati | View PDF |
| Akram | Bakkour | Where Does Time Go during Value-Based Decisions? The Case for the Hippocampus | Akram Bakkour, Yul Kang, Michael Shadlen, Daphna Shohamy | View PDF |
| Tan | Nguyen | Towards a Cortically Inspired Deep Learning Model: Semi-Supervised Learning, Divisive Normalization, and Synaptic Pruning | Tan Nguyen, Wanjia Liu, Fabian Sinz, Richard Baraniuk, Andreas Tolias, Xaq Pitkow, Ankit Patel | View PDF |
| Yanli | Zhou | The Role of Uncertainty in Perceptual Organization | Yanli Zhou, Luigi Acerbi, Wei Ji Ma | View PDF |
| Vincent | Roest | Feedback Neural Networks Best Explain Human Object Recognition on Degraded Images | Vincent Roest, Sennay Ghebreab, Kandan Ramakrishnan | View PDF |
| Chloe | Callahan-Flintoft | Modeling the Neural Circuitry Underlying the Behavioral and Eeg Correlates of Attentional Capture. | Chloe Callahan-Flintoft, Brad Wyble | View PDF |
| Dane | Corneil | Offline Reinforcement Learning with Simulated Trajectories in Latent Space | Dane Corneil, Wulfram Gerstner | View PDF |
| G. Elliott | Wimmer | Reinforcement Learning over Time: Effects of Spacing on the Mechanisms Supporting Feedback Learning | G. Elliott Wimmer, Russ Poldrack | View PDF |
| Maija | Honig | Humans Have Access to Probabilistic Information Stored in Working Memory | Maija Honig, Wei Ji Ma, Daryl Fougnie | View PDF |
| Pierre | Karashchuk | Toward Socially Aware Computing and Artificial Intelligence | Pierre Karashchuk, Ming Hsu, Adrianna C. Jenkins | View PDF |
| Pamela | Douglas | Interpreting Weight Vectors: Additional Complications | Pamela Douglas | View PDF |
| Itamar | Lerner | Unsupervised Temporal Learning during Sleep Supports Insight | Itamar Lerner | View PDF |
| Laura | Gwilliams | Perceptual Decision Making Unfolds in a Processing Cascade Within and Across Brain Regions | Laura Gwilliams, Jean-Remi KING | View PDF |