Cognitive Modeling

A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015 A Theory of Decision Making Under Dynamic Context NeurIPS 2015 Human Memory Search as Initial-Visit Emitting Random Walk NeurIPS 2015 Learning From Small Samples: An Analysis of Simple Decision Heuristics NeurIPS 2015 The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions NeurIPS 2015 The Human Kernel NeurIPS 2015 A Framework for Testing Identifiability of Bayesian Models of Perception NeurIPS 2014 Algorithm selection by rational metareasoning as a model of human strategy selection NeurIPS 2014 Analog Memories in a Balanced Rate-Based Network of E-I Neurons NeurIPS 2014 A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NeurIPS 2014 Design Principles of the Hippocampal Cognitive Map NeurIPS 2014 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014 Low-dimensional models of neural population activity in sensory cortical circuits NeurIPS 2014 Magnitude-sensitive preference formation` NeurIPS 2014 Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NeurIPS 2014 Optimal decision-making with time-varying evidence reliability NeurIPS 2014 Optimal Teaching for Limited-Capacity Human Learners NeurIPS 2014 Predicting Object Dynamics in Scenes CVPR 2014 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014 Spatio-temporal Representations of Uncertainty in Spiking Neural Networks NeurIPS 2014 Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks NeurIPS 2014 A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NeurIPS 2013 A memory frontier for complex synapses NeurIPS 2013 Bayesian optimization explains human active search NeurIPS 2013 Capacity of strong attractor patterns to model behavioural and cognitive prototypes NeurIPS 2013