Science

Biologically Inspired Dynamic Textures for Probing Motion Perception NeurIPS 2015 Convolutional Networks on Graphs for Learning Molecular Fingerprints NeurIPS 2015 Convolutional spike-triggered covariance analysis for neural subunit models NeurIPS 2015 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 GP Kernels for Cross-Spectrum Analysis NeurIPS 2015 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NeurIPS 2015 Recognizing retinal ganglion cells in the dark NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Spectral Learning of Large Structured HMMs for Comparative Epigenomics NeurIPS 2015 Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NeurIPS 2015 The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions NeurIPS 2015 Unlocking neural population non-stationarities using hierarchical dynamics models NeurIPS 2015 A Bayesian model for identifying hierarchically organised states in neural population activity NeurIPS 2014 A Dual Algorithm for Olfactory Computation in the Locust Brain NeurIPS 2014 A framework for studying synaptic plasticity with neural spike train data NeurIPS 2014 Analog Memories in a Balanced Rate-Based Network of E-I Neurons NeurIPS 2014 Analysis of Brain States from Multi-Region LFP Time-Series NeurIPS 2014 A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment NeurIPS 2014 A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NeurIPS 2014 Biclustering Using Message Passing NeurIPS 2014 Clustered factor analysis of multineuronal spike data NeurIPS 2014 Design Principles of the Hippocampal Cognitive Map NeurIPS 2014 Extracting Latent Structure From Multiple Interacting Neural Populations NeurIPS 2014 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014