Cognitive Modeling

Context-sensitive active sensing in humans NeurIPS 2013 Correlations strike back (again): the case of associative memory retrieval NeurIPS 2013 Firing rate predictions in optimal balanced networks NeurIPS 2013 Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NeurIPS 2013 Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream NeurIPS 2013 Human Boosting ICML 2013 Learning and using language via recursive pragmatic reasoning about other agents NeurIPS 2013 Linear decision rule as aspiration for simple decision heuristics NeurIPS 2013 Machine Teaching for Bayesian Learners in the Exponential Family NeurIPS 2013 Mapping paradigm ontologies to and from the brain NeurIPS 2013 Multisensory Encoding, Decoding, and Identification NeurIPS 2013 Neural representation of action sequences: how far can a simple snippet-matching model take us? NeurIPS 2013 Noise-Enhanced Associative Memories NeurIPS 2013 Optimal Neural Population Codes for High-dimensional Stimulus Variables NeurIPS 2013 Optimizing Instructional Policies NeurIPS 2013 Perfect Associative Learning with Spike-Timing-Dependent Plasticity NeurIPS 2013 Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively NeurIPS 2013 Universal models for binary spike patterns using centered Dirichlet processes NeurIPS 2013 Burn-in, bias, and the rationality of anchoring NeurIPS 2012 Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NeurIPS 2012 Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NeurIPS 2012 Compressive neural representation of sparse, high-dimensional probabilities NeurIPS 2012 Delay Compensation with Dynamical Synapses NeurIPS 2012 Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification NeurIPS 2012 Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NeurIPS 2012