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 | 233 | 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 | 177 | 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 | 143 | 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 | 67 | 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 | 66 | 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 | 60 | 2019 |
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 | 52 | 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 | 48 | 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 | 40 | 2020 |
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 | 38 | 2021 |
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 | 36* | 2019 |
Functional connectomics reveals general wiring rule in mouse visual cortex Z Ding, PG Fahey, S Papadopoulos, EY Wang, B Celii, C Papadopoulos, ... bioRxiv, 2023.03. 13.531369, 2024 | 29 | 2024 |
Bipartite invariance in mouse primary visual cortex Z Ding, DT Tran, K Ponder, E Cobos, Z Ding, PG Fahey, E Wang, ... bioRxiv, 2023 | 18 | 2023 |
NEURD: automated proofreading and feature extraction for connectomics B Celii, S Papadopoulos, Z Ding, PG Fahey, E Wang, C Papadopoulos, ... bioRxiv, 2023.03. 14.532674, 2023 | 18* | 2023 |
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 | 15 | 2019 |
Avoiding shortcut-learning by mutual information minimization in deep learning-based image processing L Fay, E Cobos, B Yang, S Gatidis, T Küstner IEEE Access 11, 64070-64086, 2023 | 5 | 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 | 2 | 2022 |