Cognitive Modeling

Sequential effects reflect parallel learning of multiple environmental regularities NeurIPS 2009 STDP enables spiking neurons to detect hidden causes of their inputs NeurIPS 2009 A computational model of hippocampal function in trace conditioning NeurIPS 2008 A general framework for investigating how far the decoding process in the brain can be simplified NeurIPS 2008 Analyzing human feature learning as nonparametric Bayesian inference NeurIPS 2008 An ideal observer model of infant object perception NeurIPS 2008 A rational model of preference learning and choice prediction by children NeurIPS 2008 Artificial Olfactory Brain for Mixture Identification NeurIPS 2008 Bio-inspired Real Time Sensory Map Realignment in a Robotic Barn Owl NeurIPS 2008 Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NeurIPS 2008 Goal-directed decision making in prefrontal cortex: a computational framework NeurIPS 2008 Hebbian Learning of Bayes Optimal Decisions NeurIPS 2008 How memory biases affect information transmission: A rational analysis of serial reproduction NeurIPS 2008 Human Active Learning NeurIPS 2008 Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement NeurIPS 2008 Load and Attentional Bayes NeurIPS 2008 Modeling human function learning with Gaussian processes NeurIPS 2008 Modeling the effects of memory on human online sentence processing with particle filters NeurIPS 2008 On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NeurIPS 2008 Optimal Response Initiation: Why Recent Experience Matters NeurIPS 2008 Self-organization using synaptic plasticity NeurIPS 2008 Sequential effects: Superstition or rational behavior? NeurIPS 2008 Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning NeurIPS 2008 Structure Learning in Human Sequential Decision-Making NeurIPS 2008 Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NeurIPS 2008