Learning from brains how to regularize machines. - Zhe Li 002; Wieland Brendel; Edgar Y. Walker; Erick Cobos; Taliah Muhammad; Jacob Reimer; Matthias Bethge; Fabian H. Sinz; Xaq Pitkow; Andreas S. Tolias (NeurIPS, 2019)

Generalization in data-driven models of primary visual cortex. - Konstantin-Klemens Lurz; Mohammad Bashiri; Konstantin Willeke; Akshay Kumar Jagadish; Eric Wang; Edgar Y. Walker; Santiago A. Cadena; Taliah Muhammad; Erick Cobos; Andreas S. Tolias; Alexander S. Ecker; Fabian H. Sinz (ICLR, 2021)

A flow-based latent state generative model of neural population responses to natural images. - Mohammad Bashiri; Edgar Y. Walker; Konstantin-Klemens Lurz; Akshay Kumar Jagadish; Taliah Muhammad; Zhiwei Ding; Zhuokun Ding; Andreas S. Tolias; Fabian H. Sinz (NeurIPS, 2021)

Retrospective on the SENSORIUM 2022 competition. - Konstantin F. Willeke; Paul G. Fahey; Mohammad Bashiri; Laura Hansel; Christoph Blessing; Konstantin-Klemens Lurz; Max F. Burg; Santiago A. Cadena; Zhiwei Ding; Kayla Ponder; Taliah Muhammad; Saumil S. Patel; et al. (NeurIPS (Competition and Demos), 2021)

The Sensorium competition on predicting large-scale mouse primary visual cortex activity. - Konstantin F. Willeke; Paul G. Fahey; Mohammad Bashiri; Laura Pede; Max F. Burg; Christoph Blessing; Santiago A. Cadena; Zhiwei Ding; Konstantin-Klemens Lurz; Kayla Ponder; Taliah Muhammad; Saumil S. Patel; et al. (CoRR, 2022)