Neuroscience

Long short-term memory and Learning-to-learn in networks of spiking neurons NeurIPS 2018 Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NeurIPS 2018 Power-law efficient neural codes provide general link between perceptual bias and discriminability NeurIPS 2018 Scaling the Poisson GLM to massive neural datasets through polynomial approximations NeurIPS 2018 Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons NeurIPS 2018 Cortical microcircuits as gated-recurrent neural networks NeurIPS 2017 Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NeurIPS 2017 Gaussian process based nonlinear latent structure discovery in multivariate spike train data NeurIPS 2017 GP CaKe: Effective brain connectivity with causal kernels NeurIPS 2017 Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NeurIPS 2017 Mapping distinct timescales of functional interactions among brain networks NeurIPS 2017 Neural system identification for large populations separating “what” and “where” NeurIPS 2017 OnACID: Online Analysis of Calcium Imaging Data in Real Time NeurIPS 2017 Quantifying how much sensory information in a neural code is relevant for behavior NeurIPS 2017 Robust Estimation of Neural Signals in Calcium Imaging NeurIPS 2017 Sparse convolutional coding for neuronal assembly detection NeurIPS 2017 YASS: Yet Another Spike Sorter NeurIPS 2017 Adaptive optimal training of animal behavior NeurIPS 2016 A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control NeurIPS 2016 A state-space model of cross-region dynamic connectivity in MEG/EEG NeurIPS 2016 Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks NeurIPS 2016 “Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation NeurIPS 2016 Deep Learning Models of the Retinal Response to Natural Scenes NeurIPS 2016 Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods NeurIPS 2016 Fast and accurate spike sorting of high-channel count probes with KiloSort NeurIPS 2016