Maheswaranathan, Niru

Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Sohl-Dickstein, J., Weiss, E. A., Maheswaranathan, N., & Ganguli, S. (2015) · arXiv

Gaussian Processes and Bayesian InferenceGenerative Adversarial Networks and Image Synthesis

Cited by 2,637

A Multiplexed, Heterogeneous, and Adaptive Code for Navigation in Medial Entorhinal Cortex

Hardcastle, K., Maheswaranathan, N., Ganguli, S., & Giocomo, L. M. (2017) · Neuron

Memory and Neural MechanismsSpatial Cognition and Navigation

Cited by 312

Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping

Williams, A. H., Poole, B., Maheswaranathan, N., Dhawale, A. K., Fisher, T., Wilson, C. D., Brann, D. H., Trautmann, E. M., Ryu, S., Shusterman, R., et al. (2020) · Neuron

Neural dynamics and brain functionMemory and Neural Mechanisms

Cited by 102

Interpreting the retinal neural code for natural scenes: from computations to neurons

Maheswaranathan, N., McIntosh, L. T., Tanaka, H., Grant, S., Kastner, D. B., Melander, J. B., Nayebi, A., Brezovec, L. E., Wang, J. H., Ganguli, S., et al. (2023) · Neuron

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 52