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spike inference

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calcium imaging (3) variational autoencoder (2) bayesian inference (2) variational inference (2) compressive calcium imaging (1) rank-penalized matrix factorization (1) phase transition (1) active set method (1) amortized inference (1) nonnegative deconvolution (1)

Papers

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