Surya Ganguli, Ph.D. - Publications

Affiliations: 
2004 University of California, Berkeley, Berkeley, CA 
Area:
Elementary Particles and High Energy Physics

18 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Maheswaranathan N, Williams AH, Golub MD, Ganguli S, Sussillo D. Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics. Advances in Neural Information Processing Systems. 32: 15696-15705. PMID 32782423  0.96
2019 Maheswaranathan N, Williams AH, Golub MD, Ganguli S, Sussillo D. Universality and individuality in neural dynamics across large populations of recurrent networks. Advances in Neural Information Processing Systems. 2019: 15629-15641. PMID 32782422  0.96
2019 Williams AH, Poole B, Maheswaranathan N, Dhawale AK, Fisher T, Wilson CD, Brann DH, Trautmann EM, Ryu S, Shusterman R, Rinberg D, Ölveczky BP, Shenoy KV, Ganguli S. Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping. Neuron. PMID 31786013 DOI: 10.1016/j.neuron.2019.10.020  0.96
2019 Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, et al. A deep learning framework for neuroscience. Nature Neuroscience. 22: 1761-1770. PMID 31659335 DOI: 10.1038/s41593-019-0520-2  0.84
2018 Ocko SA, Hardcastle K, Giocomo LM, Ganguli S. Emergent elasticity in the neural code for space. Proceedings of the National Academy of Sciences of the United States of America. 115: E11798-E11806. PMID 30482856 DOI: 10.1073/pnas.1805959115  0.36
2018 Maheswaranathan N, Kastner DB, Baccus SA, Ganguli S. Inferring hidden structure in multilayered neural circuits. Plos Computational Biology. 14: e1006291. PMID 30138312 DOI: 10.1371/journal.pcbi.1006291  0.96
2018 Campbell MG, Ocko SA, Mallory CS, Low IIC, Ganguli S, Giocomo LM. Principles governing the integration of landmark and self-motion cues in entorhinal cortical codes for navigation. Nature Neuroscience. 21: 1096-1106. PMID 30038279 DOI: 10.1038/s41593-018-0189-y  0.36
2018 Williams AH, Kim TH, Wang F, Vyas S, Ryu SI, Shenoy KV, Schnitzer M, Kolda TG, Ganguli S. Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis. Neuron. PMID 29887338 DOI: 10.1016/j.neuron.2018.05.015  0.6
2018 Zenke F, Ganguli S. SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks. Neural Computation. 1-28. PMID 29652587 DOI: 10.1162/neco_a_01086  0.84
2017 Zenke F, Poole B, Ganguli S. Continual Learning Through Synaptic Intelligence. Proceedings of Machine Learning Research. 70: 3987-3995. PMID 31909397  0.84
2017 Hardcastle K, Ganguli S, Giocomo LM. Cell types for our sense of location: where we are and where we are going. Nature Neuroscience. 20: 1474-1482. PMID 29073649 DOI: 10.1038/nn.4654  0.36
2017 Yang T, Yang CF, Chizari MD, Maheswaranathan N, Burke KJ, Borius M, Inoue S, Chiang MC, Bender KJ, Ganguli S, Shah NM. Social Control of Hypothalamus-Mediated Male Aggression. Neuron. PMID 28757304 DOI: 10.1016/j.neuron.2017.06.046  0.96
2017 Zenke F, Gerstner W, Ganguli S. The temporal paradox of Hebbian learning and homeostatic plasticity. Current Opinion in Neurobiology. 43: 166-176. PMID 28431369 DOI: 10.1016/j.conb.2017.03.015  0.84
2017 Hardcastle K, Maheswaranathan N, Ganguli S, Giocomo LM. A Multiplexed, Heterogeneous, and Adaptive Code for Navigation in Medial Entorhinal Cortex. Neuron. PMID 28392071 DOI: 10.1016/j.neuron.2017.03.025  0.96
2016 McIntosh LT, Maheswaranathan N, Nayebi A, Ganguli S, Baccus SA. Deep Learning Models of the Retinal Response to Natural Scenes. Advances in Neural Information Processing Systems. 29: 1369-1377. PMID 28729779  0.96
2016 Leong JC, Esch JJ, Poole B, Ganguli S, Clandinin TR. Direction Selectivity in Drosophila Emerges from Preferred-Direction Enhancement and Null-Direction Suppression. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 8078-92. PMID 27488629 DOI: 10.1523/JNEUROSCI.1272-16.2016  0.32
2015 Hardcastle K, Ganguli S, Giocomo LM. Environmental boundaries as an error correction mechanism for grid cells. Neuron. 86: 827-39. PMID 25892299 DOI: 10.1016/j.neuron.2015.03.039  0.36
2003 Boyda EK, Ganguli S, Hořava P, Varadarajan U. Holographic protection of chronology in universes of the Gödel type Physical Review D. 67. DOI: 10.1103/PhysRevD.67.106003  0.72
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