On the information bottleneck theory of deep learning AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124020, 2019 | 593 | 2019 |
Simulating a primary visual cortex at the front of CNNs improves robustness to image perturbations J Dapello, T Marques, M Schrimpf, F Geiger, D Cox, JJ DiCarlo Advances in Neural Information Processing Systems 33, 13073-13087, 2020 | 197 | 2020 |
Adversarially trained neural representations are already as robust as biological neural representations C Guo, M Lee, G Leclerc, J Dapello, Y Rao, A Madry, J Dicarlo International Conference on Machine Learning, 8072-8081, 2022 | 37 | 2022 |
Aligning model and macaque inferior temporal cortex representations improves model-to-human behavioral alignment and adversarial robustness J Dapello, K Kar, M Schrimpf, R Geary, M Ferguson, DD Cox, JJ DiCarlo bioRxiv, 2022.07. 01.498495, 2022 | 23 | 2022 |
Jenelle Feather, Hang Le, Tiago Marques, David Cox, Josh McDermott, James J DiCarlo, and SueYeon Chung. Neural population geometry reveals the role of stochasticity in robust … J Dapello Advances in Neural Information Processing Systems 34, 15595-15607, 2021 | 15 | 2021 |
Neural population geometry reveals the role of stochasticity in robust perception J Dapello, J Feather, H Le, T Marques, D Cox, J McDermott, JJ DiCarlo, ... Advances in Neural Information Processing Systems 34, 15595-15607, 2021 | 14 | 2021 |
NeuroPG: open source software for optical pattern generation and data acquisition BW Avants, DB Murphy, JA Dapello, JT Robinson Frontiers in neuroengineering 8, 1, 2015 | 11 | 2015 |
Stable 3D head direction signals in the primary visual cortex G Guitchounts, W Lotter, J Dapello, D Cox biorxiv, 2020.09. 04.283762, 2020 | 7 | 2020 |
Combining different v1 brain model variants to improve robustness to image corruptions in cnns A Baidya, J Dapello, JJ DiCarlo, T Marques arXiv preprint arXiv:2110.10645, 2021 | 6 | 2021 |
Multiplexed neural recording along a single optical fiber via optical reflectometry SG Rodriques, AH Marblestone, J Scholvin, J Dapello, D Sarkar, ... Journal of Biomedical Optics 21 (5), 057003-057003, 2016 | 5 | 2016 |
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds M Kuoch, CN Chou, N Parthasarathy, J Dapello, JJ DiCarlo, ... Conference on Parsimony and Learning, 395-418, 2024 | 1 | 2024 |
Towards an Artificial Visual System More Like the Primate Visual System J Dapello Harvard University, 2022 | | 2022 |