Distinct neural circuits for the formation and retrieval of episodic memories DS Roy, T Kitamura, T Okuyama, SK Ogawa, C Sun, Y Obata, A Yoshiki, ... Cell 170 (5), 1000-1012. e19, 2017 | 301 | 2017 |
Locus coeruleus input to hippocampal CA3 drives single-trial learning of a novel context A Wagatsuma, T Okuyama, C Sun, LM Smith, K Abe, S Tonegawa Proceedings of the National Academy of Sciences 115 (2), E310-E316, 2018 | 257 | 2018 |
Entorhinal cortical ocean cells encode specific contexts and drive context-specific fear memory T Kitamura, C Sun, J Martin, LJ Kitch, MJ Schnitzer, S Tonegawa Neuron 87 (6), 1317-1331, 2015 | 181 | 2015 |
Trajectory balance: Improved credit assignment in gflownets N Malkin, M Jain, E Bengio, C Sun, Y Bengio Advances in Neural Information Processing Systems 35, 5955-5967, 2022 | 148 | 2022 |
Distinct speed dependence of entorhinal island and ocean cells, including respective grid cells C Sun, T Kitamura, J Yamamoto, J Martin, M Pignatelli, LJ Kitch, ... Proceedings of the National Academy of Sciences 112 (30), 9466-9471, 2015 | 139 | 2015 |
Hippocampal neurons represent events as transferable units of experience C Sun, W Yang, J Martin, S Tonegawa Nature neuroscience 23 (5), 651-663, 2020 | 138 | 2020 |
Discrete-valued neural communication D Liu, AM Lamb, K Kawaguchi, AG ALIAS PARTH GOYAL, C Sun, ... Advances in Neural Information Processing Systems 34, 2109-2121, 2021 | 57 | 2021 |
Selection of experience for memory by hippocampal sharp wave ripples W Yang, C Sun, R Huszár, T Hainmueller, K Kiselev, G Buzsáki Science 383 (6690), 1478-1483, 2024 | 29 | 2024 |
Delta-AI: Local objectives for amortized inference in sparse graphical models JP Falet, HB Lee, N Malkin, C Sun, D Secrieru, T Jiralerspong, D Zhang, ... arXiv preprint arXiv:2310.02423, 2023 | 4 | 2023 |
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL C Sun, W Yang, T Jiralerspong, D Malenfant, B Alsbury-Nealy, Y Bengio, ... Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Learning and unlearning of fabricated knowledge in language models C Sun, NA Miller, A Zhmoginov, M Vladymyrov, M Sandler arXiv preprint arXiv:2410.21750, 2024 | | 2024 |
Changes in the geometry of hippocampal representations across brain states W Yang, C Sun, G Buzsaki NeurIPS 2023 Workshop on Symmetry and Geometry in Neural Representations, 2023 | | 2023 |
Contrastive introspection (ConSpec) to rapidly identify invariant steps for success C Sun, W Yang, B Alsbury-Nealy, Y Bengio, BA Richards | | 2022 |
Discrete-Valued Neural Communication DL Dianbo Liu, A Lamb, K Kawaguchi, A Goyal, C Sun, MC Mozer, ... arXiv e-prints, arXiv: 2107.02367, 2021 | | 2021 |
Author Correction: Hippocampal neurons represent events as transferable units of experience C Sun, W Yang, J Martin, S Tonegawa Nature neuroscience 24 (3), 449-450, 2021 | | 2021 |
INTERPRETABILITY OF LLM DECEPTION: UNIVERSAL MOTIF W Yang, G Buzsaki Neurips Safe Generative AI Workshop 2024, 0 | | |
How new data pollutes LLM knowledge and how to dilute it C Sun, R Aksitov, A Zhmoginov, NA Miller, M Vladymyrov, U Rueckert, ... Neurips Safe Generative AI Workshop 2024, 0 | | |
A general wisdom is that experiences need to be tagged during learning for further consolidation. However, brain mechanisms that select experiences for lasting memory are not … W Yang, C Sun, R Huszár, T Hainmueller, G Buzsáki | | |