Neuroscience

Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NeurIPS 2016 Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016 Learning brain regions via large-scale online structured sparse dictionary learning NeurIPS 2016 Linear dynamical neural population models through nonlinear embeddings NeurIPS 2016 Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NeurIPS 2016 Optimal Architectures in a Solvable Model of Deep Networks NeurIPS 2016 Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity NeurIPS 2016 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015 A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding NeurIPS 2015 Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments NeurIPS 2015 Biologically Inspired Dynamic Textures for Probing Motion Perception 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 Recognizing retinal ganglion cells in the dark NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data 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