Publications by T. Muhammad

Preprints


I. Ustyuzhaninov, M. F. Burg, S. A. Cadena, J. Fu, T. Muhammad, K. Ponder, E. Froudarakis, Z. Ding, et al.
Digital twin reveals combinatorial code of non-linear computations in the mouse primary visual cortex
bioRxiv, 2022
PDF, BibTex

Journal Articles


E. Y. Walker, F. H. Sinz, E. Froudarakis, P. G. Fahey, T. Muhammad, A. S. Ecker, E. Cobos, J. Reimer, et al.
Inception loops discover what excites neurons most using deep predictive models
Nature Neuroscience, 2019
#primary visual cortex, #deep neural network, #system identification, #inception
URL, DOI, BibTex

Conference Papers


K.-K. Lurz, M. Bashiri, K. F. Willeke, A. K. Jagadish, E. Wang, E. Y. Walker, S. Cadena, T. Muhammad, et al.
Generalization in data-driven models of primary visual cortex
International Conference on Learning Representations (ICLR), 2021
PDF, URL, Code, BibTex
S. A. Cadena, F. H. Sinz, T. Muhammad, E. Froudarakis, E. Cobos, E. Y. Walker, J. Reimer, M. Bethge, et al.
How well do deep neural networks trained on object recognition characterize the mouse visual system?
NeurIPS Neuro AI Workshop, 2019
#mouse visual cortex, #goal-driven modeling, #object recognition, #deep neural networks, #hierarchical organization
URL, PDF, BibTex
University of Tuebingen BCCN CIN MPI