Publications by D. Klindt

Journal Articles

D. Klindt, L. Schott, Y. Sharma, I. Ustyuzhaninov, W. Brendel, M. Bethge, and D. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
International Conference on Learning Representations (ICLR), 2020
#disentanglement, #independent component analysis, #nonlinear, #deep learning, #computer vision, #benchmarking
Code, URL, BibTex
Z. Zhao, D. Klindt, A. M. Chagas, K. P. Szatko, L. Rogerson, D. Protti, C. Behrens, D. Dalkara, et al.
The temporal structure of the inner retina at a single glance
Scientific Reports, 2020
#retina, #system identification, #batch effects
URL, BibTex

Conference Papers

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