The connectome of the adult Drosophila mushroom body provides insights into function F Li, JW Lindsey, EC Marin, N Otto, M Dreher, G Dempsey, I Stark, ... Elife 9, e62576, 2020 | 271 | 2020 |
A unified theory of early visual representations from retina to cortex through anatomically constrained deep CNNs J Lindsey, SA Ocko, S Ganguli, S Deny International Conference on Learning Representations, 2019 | 105* | 2019 |
The emergence of multiple retinal cell types through efficient coding of natural movies SA Ocko, J Lindsey, S Ganguli, S Deny Neural Information Processing Systems, 2018 | 51 | 2018 |
Modularity and robustness of frontal cortical networks G Chen, B Kang, J Lindsey, S Druckmann, N Li Cell 184 (14), 3717-3730. e24, 2021 | 46 | 2021 |
Learning to Learn with Feedback and Local Plasticity J Lindsey, A Litwin-Kumar Neural Information Processing Systems, 2020 | 26 | 2020 |
Dissociating the contributions of sensorimotor striatum to automatic and visually guided motor sequences KGC Mizes, J Lindsey, GS Escola, BP Ölveczky Nature Neuroscience 26 (10), 1791-1804, 2023 | 17* | 2023 |
Action-modulated midbrain dopamine activity arises from distributed control policies J Lindsey, A Litwin-Kumar Neural Information Processing Systems, 2022 | 11 | 2022 |
Semiparametric reinforcement learning MS Jain, J Lindsey International Conference on Learning Representations (Workshop Track), 2018 | 7 | 2018 |
Motor cortex is required for flexible but not automatic motor sequences KGC Mizes, J Lindsey, GS Escola, BP Ölveczky bioRxiv, 2023 | 4 | 2023 |
Factorized visual representations in the primate visual system and deep neural networks JW Lindsey, EB Issa bioRxiv, 2023.04. 22.537916, 2023 | 3* | 2023 |
Pre-training attention mechanisms J Lindsey arXiv preprint arXiv:1712.05652, 2017 | 2 | 2017 |
Task structure and nonlinearity jointly determine learned representational geometry M Alleman, JW Lindsey, S Fusi arXiv preprint arXiv:2401.13558, 2024 | 1 | 2024 |
Theory of systems memory consolidation via recall-gated plasticity J Lindsey, A Litwin-Kumar bioRxiv, 2022.12. 08.519638, 2022 | 1 | 2022 |
Sequence Learning and Consolidation on Loihi using On-chip Plasticity J Lindsey, JB Aimone Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 1 | 2022 |
A Neural Network Model of Complementary Learning Systems. MS Jain, J Lindsey CogSci, 2018 | 1 | 2018 |
Dynamics of striatal action selection and reinforcement learning J Lindsey, JE Markowitz, SR Datta, A Litwin-Kumar bioRxiv, 2024.02. 14.580408, 2024 | | 2024 |
Implicit regularization of multi-task learning and finetuning in overparameterized neural networks JW Lindsey, S Lippl arXiv preprint arXiv:2310.02396, 2023 | | 2023 |