Inception loops discover what excites neurons most using deep predictive models EY Walker, FH Sinz, E Cobos, T Muhammad, E Froudarakis, PG Fahey, ... Nature Neuroscience, 1-6, 2019 | 145 | 2019 |
Functional connectomics spanning multiple areas of mouse visual cortex MICrONS Consortium, JA Bae, M Baptiste, CA Bishop, AL Bodor, ... BioRxiv, 2021.07. 28.454025, 2021 | 90 | 2021 |
Reconstruction of neocortex: Organelles, compartments, cells, circuits, and activity NL Turner, T Macrina, JA Bae, R Yang, AM Wilson, C Schneider-Mizell, ... Cell 185 (6), 1082-1100. e24, 2022 | 71 | 2022 |
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video F Sinz, AS Ecker, P Fahey, E Walker, E Cobos, E Froudarakis, D Yatsenko, ... Advances in Neural Information Processing Systems 31, 7199-7210, 2018 | 48 | 2018 |
Learning from brains how to regularize machines Z Li, W Brendel, EY Walker, E Cobos, T Muhammad, J Reimer, M Bethge, ... Advances in Neural Information Processing Systems 32, 2019 | 42 | 2019 |
A rotation-equivariant convolutional neural network model of primary visual cortex AS Ecker, FH Sinz, E Froudarakis, PG Fahey, SA Cadena, EY Walker, ... International Conference on Learning Representations 7, 2019 | 41 | 2019 |
Multiscale and multimodal reconstruction of cortical structure and function NL Turner, T Macrina, JA Bae, R Yang, AM Wilson, C Schneider-Mizell, ... BioRxiv, 2020.10. 14.338681, 2020 | 37 | 2020 |
How well do deep neural networks trained on object recognition characterize the mouse visual system? SA Cadena, FH Sinz, T Muhammad, E Froudarakis, E Cobos, EY Walker, ... Advances in Neural Information Processing Systems 32, Neuro-AI Workshop, 2019 | 37 | 2019 |
Petascale neural circuit reconstruction: automated methods T Macrina, K Lee, R Lu, NL Turner, J Wu, S Popovych, W Silversmith, ... bioRxiv, 2021.08. 04.455162, 2021 | 27 | 2021 |
Generalization in data-driven models of primary visual cortex KK Lurz, M Bashiri, K Willeke, AK Jagadish, E Wang, EY Walker, ... BioRxiv, 2020.10. 05.326256, 2020 | 26 | 2020 |
A global map of orientation tuning in mouse visual cortex PG Fahey, T Muhammad, C Smith, E Froudarakis, E Cobos, J Fu, ... bioRxiv, 745323, 2019 | 22* | 2019 |
Quantitative census of local somatic features in mouse visual cortex L Elabbady, S Seshamani, S Mu, G Mahalingam, C Schneider-Mizell, ... bioRxiv, 2022.07. 20.499976, 2022 | 8 | 2022 |
Rotation-invariant clustering of neuronal responses in primary visual cortex I Ustyuzhaninov, SA Cadena, E Froudarakis, PG Fahey, EY Walker, ... International Conference on Learning Representations, 2019 | 8 | 2019 |
Bipartite invariance in mouse primary visual cortex Z Ding, DT Tran, K Ponder, E Cobos, Z Ding, PG Fahey, E Wang, ... bioRxiv, 2023 | 6 | 2023 |
NEURD: A mesh decomposition framework for automated proofreading and morphological analysis of neuronal EM reconstructions B Celii, S Papadopoulos, Z Ding, PG Fahey, E Wang, C Papadopoulos, ... bioRxiv, 2023 | 6 | 2023 |
Large-scale unsupervised discovery of excitatory morphological cell types in mouse visual cortex MA Weis, S Papadopoulos, L Hansel, T Lüddecke, B Celii, PG Fahey, ... bioRxiv, 2022.12. 22.521541, 2022 | 4 | 2022 |
Functional connectomics reveals general wiring rule in mouse visual cortex Z Ding, PG Fahey, S Papadopoulos, E Wang, B Celii, C Papadopoulos, ... bioRxiv, 2023.03. 13.531369, 2023 | 3 | 2023 |
NEURD: automated proofreading and feature extraction for connectomics B Celii, S Papadopoulos, Z Ding, PG Fahey, E Wang, C Papadopoulos, ... bioRxiv: the preprint server for biology, 2023 | 2 | 2023 |
It takes neurons to understand neurons: Digital twins of visual cortex synthesize neural metamers E Cobos, T Muhammad, PG Fahey, Z Ding, Z Ding, J Reimer, FH Sinz, ... bioRxiv, 2022.12. 09.519708, 2022 | 1 | 2022 |
Learning From Brains How to Regularize Machines (Supplementary Material) Z Li, W Brendel, EY Walker, E Cobos, T Muhammad, J Reimer, M Bethge, ... | | |