| 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 |
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| 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 |
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| 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 |
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| William |
Graves |
Using Representations from Artificial Neural Network Models of Reading to Reveal Neural Activation Patterns for Different Reading Computations |
William Graves |
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| Shiva |
GhaaniFarashahi |
Your Favorite Color Makes Learning More Adaptable and Precise |
Shiva GhaaniFarashahi, Katherine Rowe, Zohra Aslami, Daeyeol Lee, Alireza Soltani |
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| 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 |
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| Wouter |
Kruijne |
Simultaneously Learning External Actions and Internal Gating for Multi-Item Working Memory |
Wouter Kruijne, Sander Bohte, Pieter Roelfsema, Christian Olivers |
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| 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 |
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| Anna |
Kasdan |
Decoding of Auditory Sequences in Working Memory Using Meg |
Anna Kasdan, David Poeppel, Jean-Remi KING |
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| 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 |
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| Leyla |
Isik |
Invariant Recognition drives neural representations of action sequences |
Leyla Isik, Andrea Tacchetti, Tomaso Poggio |
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| Leyla |
Tarhan |
Modeling the Neural Structure Underlying Human Action Perception |
Leyla Tarhan, Talia Konkle |
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| David |
Soto |
How the Human Brain Introspects about One's Own Cognition and Behavior |
David Soto, Mona Theodoraki, Pedro M. Paz-Alonso |
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| Alona |
Fyshe |
The neural representation of concepts during composition |
Alona Fyshe, Esti Blanco-Elorrieta, Liina Pylkkänen |
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| Lav |
Varshney |
Optimal Energy Allocation in Reliable Neural Sensory Processing |
Avhishek Chatterjee, Lav Varshney |
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| 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 |
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| Suresh Kirthi |
Kumaraswamy |
Bank of Weight Filters in CNNs: A Case for Life Long Learning with Memory |
Suresh Kirthi Kumaraswamy, PS Sastry, KR Ramakrishnan |
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| Leila |
Reddy |
Using DNNs as a Yardstick for Estimating the Representational Value of Oscillatory Brain Signals. |
Leila Reddy, Radoslaw Cichy, Rufin VanRullen |
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| Sebastian |
Bobadilla Suarez |
Measures of Neural Similarity |
Sebastian Bobadilla Suarez, Bradley C. Love |
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| Drew |
Linsley |
Driving Deep Networks towards Human Vision |
Drew Linsley, Sven Eberhart, Thomas Serre |
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| Chris |
Foster |
Decoding Word Semantics and Learning in EEG Data via an Artificial Language |
Chris Foster, Chad C. Williams, Olave E. Krigolson, Alona Fyshe |
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| Andreas |
Krug |
Adaptation of the Event-Related Potential Technique for Analyzing Artificial Neural Nets |
Andreas Krug, Sebastian Stober |
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| 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 |
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| Ondrej |
Zika |
Investigating the Dynamics of Pain-Related Learning |
Ondrej Zika, Ben Crittenden, Rafal Bogacz, Katja Wiech |
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| Robin |
Ince |
A General Framework for Quantifying Representational Interactions Using Information Theory |
Robin Ince, Nicola van Rijsbergen, Hyojin Park, Joachim Gross, Philippe Schyns |
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| Volker |
Tresp |
Tensor Memories |
Volker Tresp, Yunpu Ma, Stephan Baier |
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| Jason |
Webster |
A Data-Driven Method for Investigating Cortical Functional Organization |
Jason Webster, Ione Fine |
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| 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 |
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| 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 |
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| 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 |
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| Randall |
Ellis |
Decoding Visual Images from Neuronal Calcium Responses Using Deep Neural Networks |
Randall Ellis, Mike Michaelides |
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| 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 |
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| 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 |
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| Md. Shoaibur |
Rahman |
Probabilistic Inference in Multi-Finger Touch |
Md. Shoaibur Rahman, Akshat Patel, Jeffrey Yau |
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| Emilie |
Josephs |
Dissociable Representations of Objects, Scenes, and Intermediate Views |
Emilie Josephs, Talia Konkle |
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| 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 |
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| David |
Huber |
A Grid/Place Cell Model of Episodic Memory and Spatial Navigation in the Medial Temporal Lobe |
David Huber, Trygve Solstad |
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| Alireza |
Hashemi |
Modeling Integration of Motion-Direction Change-Detection in Human Vision |
Alireza Hashemi, Fredrick Kingdom |
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| Michael |
Cole |
Computational Network Mechanisms of Task-Evoked Functional Connectivity |
Michael Cole, Takuya Ito |
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| 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 |
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| Dylan |
Festa |
Modeling Uncertainty About Low--level Features of Natural Images |
Dylan Festa, Ruben Coen-Cagli |
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| Leyla Roksan |
Caglar |
Deep Networks Predict Attentional Bias in Category Learning |
Leyla Roksan Caglar, Stephen Jose Hanson, Catherine Hanson |
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| Hsiang-Yun |
Chien |
A Model for Sequential Processing and Sequence Learning |
Hsiang-Yun Chien, Christopher Honey |
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| Kai |
Krueger |
The Emergent platform™ for Community Ccn |
Randy O'Reilly, Kai Krueger, Brian Mingus, John Rohrlich |
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| Praveenram |
Balachandar |
NeuRobotics: A Spiking Neural Network Model of the Oculomotor System for Controlling a Biomimetic Robotic Head |
Praveenram Balachandar, Konstantinos Michmizos |
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| Johanni |
Brea |
A snapshot-based, planning-free model of food caching behavior |
Johanni Brea, Wulfram Gerstner |
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| Zahy |
Bnaya |
Suboptimality and Metacognition in Human Sequential Planning |
Zahy Bnaya, Wei Ji Ma |
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| Christopher |
Cueva |
Probing the Neural Representation of Space by Training Recurrent Neural Networks to Perform Spatial Localization |
Christopher Cueva, Xue-Xin Wei |
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| Vincent |
Costa |
Amygdala drives value and exploration signals in striatum and orbitofrontal cortex |
Vincent Costa, Bruno Averbeck |
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| 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 |
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| 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 |
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| 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 |
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| Yukiyasu |
Kamitani |
Deep Image Reconstruction from Human Brain Activity |
Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani |
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| Samuel |
McDougle |
Between Zero and one: Evidence for an Analog Cognitive Computation in the Re-Planning of Movements |
Samuel McDougle, Jordan Taylor |
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| Vijay |
Singh |
A Supervised Approach to Understand Human Color Constancy |
Vijay Singh, Benjamin Heasly, Nicolas Cottaris, David Brainard, Johannes Burge |
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| 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 |
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| 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 |
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| Dana |
Mastrovito |
Common and Divergent Features of Resting-State Connectivity in Autism and Schizophrenia |
Dana Mastrovito, Stephen Jose Hanson, Catherine Hanson |
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| Thomas |
Christie |
Inducing and Detecting Cognitive Cost Effects |
Thomas Christie, Paul Schrater |
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| Nicholas |
Blauch |
Face Module Activations Inform Non-Face Discrimination |
Nicholas Blauch, Elissa Aminoff, Michael Tarr |
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| Christos |
Papadimitriou |
An Analytically Tractable Model for the Emergence of Concept Cells in the Human MTL |
Christos Papadimitriou, Wolfgang Maass, Santosh Vempala, Robert Legenstein |
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| Milena |
Rabovsky |
Change in an implicit probabilistic representation captures meaning processing in the brain |
Milena Rabovsky, Steven Hansen, James McClelland |
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| Natalie |
Steinemann |
Motion Detection Behavior Best Explained by Channel Selection Model |
Natalie Steinemann, Redmond O'Connell, Simon Kelly |
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| Zhiwei |
Li |
Valuation as inference: A New Model for the Effects of Fixation on Choice |
Zhiwei Li, Wei Ji Ma |
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| 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 |
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| Wei Ji |
Ma |
An Ecologically Rational Explanation for Set Size Effects |
Wei Ji Ma, Ronald Van den Berg |
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| 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 |
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| 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 |
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| Akram |
Bakkour |
Where Does Time Go during Value-Based Decisions? The Case for the Hippocampus |
Akram Bakkour, Yul Kang, Michael Shadlen, Daphna Shohamy |
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| 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 |
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| 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 |
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| Laura |
Gwilliams |
Perceptual Decision Making Unfolds in a Processing Cascade Within and Across Brain Regions |
Laura Gwilliams, Jean-Remi KING |
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