Neuroscience

Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NeurIPS 2007 Learning Horizontal Connections in a Sparse Coding Model of Natural Images NeurIPS 2007 Learning to classify complex patterns using a VLSI network of spiking neurons NeurIPS 2007 Locality and low-dimensions in the prediction of natural experience from fMRI NeurIPS 2007 Modeling Natural Sounds with Modulation Cascade Processes NeurIPS 2007 Near-Maximum Entropy Models for Binary Neural Representations of Natural Images NeurIPS 2007 Neural characterization in partially observed populations of spiking neurons NeurIPS 2007 On Sparsity and Overcompleteness in Image Models NeurIPS 2007 Optimal models of sound localization by barn owls NeurIPS 2007 Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NeurIPS 2007 Receptive Fields without Spike-Triggering NeurIPS 2007 Retrieved context and the discovery of semantic structure NeurIPS 2007 Sequential Hypothesis Testing under Stochastic Deadlines NeurIPS 2007 Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons NeurIPS 2007 Sparse deep belief net model for visual area V2 NeurIPS 2007 Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity NeurIPS 2007 An Information Theoretic Framework for Eukaryotic Gradient Sensing NeurIPS 2006 A recipe for optimizing a time-histogram NeurIPS 2006 A selective attention multi--chip system with dynamic synapses and spiking neurons NeurIPS 2006 A Theory of Retinal Population Coding NeurIPS 2006 Attentional Processing on a Spike-Based VLSI Neural Network NeurIPS 2006 Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons NeurIPS 2006 Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning NeurIPS 2006 Emergence of conjunctive visual features by quadratic independent component analysis NeurIPS 2006 Hierarchical Dirichlet Processes with Random Effects NeurIPS 2006