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Neuroscience

339 directly classified papers

Papers per year

Papers

Scaling the Poisson GLM to massive neural datasets through polynomial approximations NIPS 2018
Dendritic cortical microcircuits approximate the backpropagation algorithm NIPS 2018
Active Fixation Control to Predict Saccade Sequences CVPR 2018
Finding syntax in human encephalography with beam search ACL 2018
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NIPS 2018
Incorporating Context into Language Encoding Models for fMRI NIPS 2018
Long short-term memory and Learning-to-learn in networks of spiking neurons NIPS 2018
Cortical microcircuits as gated-recurrent neural networks NIPS 2017
Robust Estimation of Neural Signals in Calcium Imaging NIPS 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NIPS 2017
Gaussian process based nonlinear latent structure discovery in multivariate spike train data NIPS 2017
Sparse convolutional coding for neuronal assembly detection NIPS 2017
Quantifying how much sensory information in a neural code is relevant for behavior NIPS 2017
GP CaKe: Effective brain connectivity with causal kernels NIPS 2017
Neural system identification for large populations separating “what” and “where” NIPS 2017
Mapping distinct timescales of functional interactions among brain networks NIPS 2017
Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NIPS 2017
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS 2017
YASS: Yet Another Spike Sorter NIPS 2017
Linear dynamical neural population models through nonlinear embeddings NIPS 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016
Deep Learning Models of the Retinal Response to Natural Scenes NIPS 2016
A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control NIPS 2016
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NIPS 2016
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NIPS 2016