Publications with the keyword "system identification"


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
E. Y. Walker, F. H. Sinz, E. Froudarakis, P. G. Fahey, T. Muhammad, A. S. Ecker, E. Cobos, J. Reimer, et al.
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
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
D. Klindt, A. S. Ecker, T. Euler, and M. Bethge
Neural system identification for large populations separating “what” and “where”
Advances in Neural Information Processing Systems 31, 2017
#convolutional neural networks, #system identification, #neural data analysis
Code, URL, PDF, BibTex
University of Tuebingen BCCN CIN MPI