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Inception in visual cortex: in vivo-silico loops reveal most exciting images
bioRxiv, 2018
#primary visual cortex, #deep neural network, #system identification, #inception
URL, DOI, BibTex

L. Theis, P. Berens, E. Froudarakis, J. Reimer, M. Roman-Roson, T. Baden, T. Euler, A. S. Tolias, et al.
Benchmarking spike rate inference in population calcium imaging
Neuron, 90(3), 471-482, 2016
#two-photon imaging, #spiking neurons
Code, URL, DOI, BibTex

C. R. Cadwell, A. Palasantza, X. Jiang, P. Berens, Q. Deng, J. Reimer, K. Tolias, M. Bethge, et al.
Morphological, electrophysiological and transcriptomic profiling of single neurons using Patch-seq
Nature Biotechnology, 34, 199-203, 2016
URL, BibTex

A. S. Ecker, F. H. Sinz, E. Froudarakis, P. G. Fahey, S. A. Cadena, E. Y. Walker, E. Cobos, J. Reimer, et al.
A rotation-equivariant convolutional neural network model of primary visual cortex
International Conference on Learning Representations (ICLR), 2019
#v1, #system identification, #microns, #convolutional neural network, #rotation equivariance
URL, PDF, BibTex

F. H. Sinz, A. S. Ecker, P. G. Fahey, E. Y. Walker, E. Cobos, E. Froudarakis, D. Yatsenko, X. Pitkow, et al.
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
Advances in Neural Information Processing Systems 32, 2018
#v1, #system identification, #microns, #deep neural network, #recurrent neural network, #domain transfer
URL, PDF, BibTex