Fast amortized inference of neural activity from calcium imaging data with variational autoencoders

Artur Speiser, Jinyao Yan, Evan W. Archer, Lars Buesing, Srinivas C. Turaga, Jakob H. Macke. Fast amortized inference of neural activity from calcium imaging data with variational autoencoders. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 4027-4037, 2017. [doi]

Authors

Artur Speiser

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Jinyao Yan

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Evan W. Archer

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Lars Buesing

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Srinivas C. Turaga

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Jakob H. Macke

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