Publications by G. Denfield

Preprints


M. F. Burg, S. A. Cadena, G. H. Denfield, E. Y. Walker, A. S. Tolias, M. Bethge, and A. S. Ecker
Learning Divisive Normalization in Primary Visual Cortex
bioRxiv, 2019
#system identification, #v1, #convolutional neural networks, #divisive normalization
URL, Talk at CCN 2019, BibTex

Journal Articles


S. A. Cadena, G. H. Denfield, E. Y. Walker, L. A. Gatys, A. S. Tolias, M. Bethge, and A. S. Ecker
Deep convolutional models improve predictions of macaque V1 responses to natural images
PLoS Computational Biology, 2019
URL, DOI, BibTex
G. H. Denfield, A. S. Ecker, T. J. Shinn, M. Bethge, and A. S. Tolias
Attentional fluctuations induce shared variability in macaque primary visual cortex
Nature Communications, 2018
#attention, #primary visual cortex, #noise correlations, #internal states
URL, BibTex
A. S. Ecker, G. H. Denfield, M. Bethge, and A. S. Tolias
On the Structure of Neuronal Population Activity under Fluctuations in Attentional State
Journal of Neuroscience, 36(5), 1775-1789, 2016
#attention, #gain modulation, #noise correlations, #population coding
Code, URL, DOI, PDF, BibTex
C. Rossant, S. N. Kadir, D. F. Goodman, J. Schulman, M. L. Hunter, A. B. Saleem, A. Grosmark, M. Belluscio, et al.
Spike sorting for large, dense electrode arrays
Nature Neuroscience, 19(4), 2016
URL, BibTex
A. S. Ecker, P. Berens, R. J. Cotton, M. Subramaniyan, G. H. Denfield, C. R. Cadwell, S. M. Smirnakis, M. Bethge, et al.
State dependence of noise correlations in macaque primary visual cortex
Neuron, 82(1), 235-248, 2014
#noise correlations, #gpfa, #population, #anesthesia, #macaque
Code, URL, DOI, PDF, BibTex

Abstracts


S. Cadena, A. Ecker, G. Denfield, E. Walker, A. Tolias, and M. Bethge
A goal-driven deep learning approach for V1 system identification
Computational and Systems Neuroscience Meeting (COSYNE 2017), 2017
BibTex
S. Cadena, A. Ecker, G. Denfield, E. Walker, A. Tolias, and M. Bethge
A goal-driven deep learning approach for V1 system identification
Bernstein Conference 2016, 2016
DOI, BibTex
University of Tuebingen BCCN CIN MPI