Niru Maheswaranathan

Computational Neuroscience & Machine Learning

Stephen Baccus	grad student	2011-2017	Stanford
Surya Ganguli	grad student	2011-2017	Stanford (Physics Tree)

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Maheswaranathan N, Williams AH, Golub MD, et al. (2019) Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics. Advances in Neural Information Processing Systems. 32: 15696-15705
Maheswaranathan N, Williams AH, Golub MD, et al. (2019) Universality and individuality in neural dynamics across large populations of recurrent networks. Advances in Neural Information Processing Systems. 2019: 15629-15641
Williams AH, Poole B, Maheswaranathan N, et al. (2019) Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping. Neuron
Maheswaranathan N, Kastner DB, Baccus SA, et al. (2018) Inferring hidden structure in multilayered neural circuits. Plos Computational Biology. 14: e1006291
Yang T, Yang CF, Chizari MD, et al. (2017) Social Control of Hypothalamus-Mediated Male Aggression. Neuron
Hardcastle K, Maheswaranathan N, Ganguli S, et al. (2017) A Multiplexed, Heterogeneous, and Adaptive Code for Navigation in Medial Entorhinal Cortex. Neuron
McIntosh LT, Maheswaranathan N, Nayebi A, et al. (2016) Deep Learning Models of the Retinal Response to Natural Scenes. Advances in Neural Information Processing Systems. 29: 1369-1377