Last updated: 13 days ago

Selected Publications

For a full list of publications, visit Google Scholar.
Apr 2020
arxiv

How recurrent networks implement contextual processing in sentiment analysis

Niru Maheswaranathan*, David Sussillo*

Jan 2020
NEURON

Discovering precise temporal patterns in large-scale neural recordings through robust and interpretable time warping

Alex H. Williams, Ben Poole, Niru Maheswaranathan, Ashesh K. Dhawale, Tucker Fisher, Christopher D. Wilson, David H. Brann, Eric Trautmann, Stephen Ryu, Roman Shusterman, Dmitry Rinberg, Bence P. Olveczky, Krishna V. Shenoy, Surya Ganguli

Dec 2019
bioRxiv

The dynamic neural code of the retina for natural scenes

Niru Maheswaranathan*, Lane T. Mcintosh*, Hidenori Tanaka, Satchel Grant, David B. Kastner, Josh B. Melander, Aran Nayebi, Luke Brezovec, Julia Wang, Surya Ganguli, Stephen A. Baccus

Dec 2019
Neural Information Processing Systems

Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics

Niru Maheswaranathan*, Alex H. Williams*, Matthew D. Golub, Surya Ganguli, David Sussillo

Dec 2019
Neural Information Processing Systems

Universality and individuality in neural dynamics across large populations of recurrent networks

Niru Maheswaranathan*, Alex H. Williams*, Matthew D. Golub, Surya Ganguli, David Sussillo

Jun 2019
International Conference on Machine Learning

Guided evolutionary strategies: augmenting random search with surrogate gradients

Niru Maheswaranathan, Luke Metz, George Tucker, Dami Choi, Jascha Sohl-Dickstein

Aug 2018
PLoS Computational Biology

Inferring hidden structure in multilayered neural circuits

Niru Maheswaranathan, David B. Kastner, Stephen A. Baccus, Surya Ganguli

Dec 2016
Neural Information Processing Systems

Deep learning models of the retinal response to natural scenes

Lane T. Mcintosh*, Niru Maheswaranathan*, Aran Nayebi, Surya Ganguli, Stephen A. Baccus