Interdisciplinary

Spiking and saturating dendrites differentially expand single neuron computation capacity NeurIPS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 Structured Learning of Gaussian Graphical Models NeurIPS 2012 Symmetric Correspondence Topic Models for Multilingual Text Analysis NeurIPS 2012 Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NeurIPS 2012 The topographic unsupervised learning of natural sounds in the auditory cortex NeurIPS 2012 Topographic Analysis of Correlated Components ACML 2012 Topology Constraints in Graphical Models NeurIPS 2012 Towards a learning-theoretic analysis of spike-timing dependent plasticity NeurIPS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NeurIPS 2012 Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NeurIPS 2012 A blind sparse deconvolution method for neural spike identification NeurIPS 2011 Active dendrites: adaptation to spike-based communication NeurIPS 2011 Active learning of neural response functions with Gaussian processes NeurIPS 2011 Analytical Results for the Error in Filtering of Gaussian Processes NeurIPS 2011 Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NeurIPS 2011 An ideal observer model for identifying the reference frame of objects NeurIPS 2011 An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NeurIPS 2011 A rational model of causal inference with continuous causes NeurIPS 2011 A Reinforcement Learning Theory for Homeostatic Regulation NeurIPS 2011 Bayesian Spike-Triggered Covariance Analysis NeurIPS 2011 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011 Demixed Principal Component Analysis NeurIPS 2011 Dynamical segmentation of single trials from population neural data NeurIPS 2011