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An L 1-regularized logistic model for detecting short-term neuronal interactions.

, , , , , , , , and . Journal of Computational Neuroscience, 32 (3): 479-497 (2012)

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Empirical models of spiking in neural populations., , , , , and . NIPS, page 1350-1358. (2011)Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity., , , , , and . NIPS, page 1881-1888. Curran Associates, Inc., (2008)Bayesian estimation for large scale multivariate Ornstein-Uhlenbeck model of brain connectivity., , and . CoRR, (2018)Sparse Estimation in a Correlated Probit Model., , , , , and . CoRR, (2015)An L 1-regularized logistic model for detecting short-term neuronal interactions., , , , , , , , and . Journal of Computational Neuroscience, 32 (3): 479-497 (2012)Methods for estimating neural firing rates, and their application to brain-machine interfaces., , , and . Neural Networks, 22 (9): 1235-1246 (2009)Workshop summary: Numerical mathematics in machine learning., , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 9. ACM, (2009)The continuous Bernoulli: fixing a pervasive error in variational autoencoders., and . NeurIPS, page 13266-13276. (2019)Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax., , and . CoRR, (2019)Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations., , , , and . NeurIPS, (2020)