conftrace_

spike inference

4 papers

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Co-occurring keywords

calcium imaging (19) variational autoencoder (1288) bayesian inference (1907) variational inference (2069) compressive calcium imaging (1) rank-penalized matrix factorization (1) phase transition (92) active set method (8) amortized inference (102) nonnegative deconvolution (1)

Papers

Fast amortized inference of neural activity from calcium imaging data with variational autoencoders NIPS 2017
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit NIPS 2017
Fast Active Set Methods for Online Spike Inference from Calcium Imaging NIPS 2016
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013