Works by Ganguli, Surya

Results: 9

Inferring hidden structure in multilayered neural circuits.

Published in:

PLoS Computational Biology, 2018, p. 1, doi. 10.1371/journal.pcbi.1006291

By:

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

Publication type:

Article

Direction Selectivity in Drosophila Emerges from Preferred-Direction Enhancement and Null-Direction Suppression.

Published in:

Journal of Neuroscience, 2016, v. 36, n. 31, p. 8078, doi. 10.1523/JNEUROSCI.1272-16.2016

By:

Leong, Jonathan Chit Sing;
Esch, Jennifer Judson;
Poole, Ben;
Ganguli, Surya;
Clandinin, Thomas Robert

Publication type:

Article

Optimal noise level for coding with tightly balanced networks of spiking neurons in the presence of transmission delays.

Published in:

PLoS Computational Biology, 2022, v. 18, n. 10, p. 1, doi. 10.1371/journal.pcbi.1010593

By:

Timcheck, Jonathan;
Kadmon, Jonathan;
Boahen, Kwabena;
Ganguli, Surya

Publication type:

Article

Synaptic balancing: A biologically plausible local learning rule that provably increases neural network noise robustness without sacrificing task performance.

Published in:

PLoS Computational Biology, 2022, v. 18, n. 9, p. 1, doi. 10.1371/journal.pcbi.1010418

By:

Stock, Christopher H.;
Harvey, Sarah E.;
Ocko, Samuel A.;
Ganguli, Surya

Publication type:

Article

Spatial Information Outflow from the Hippocampal Circuit: Distributed Spatial Coding and Phase Precession in the Subiculum.

Published in:

Journal of Neuroscience, 2012, v. 32, n. 34, p. 11539, doi. 10.1523/JNEUROSCI.5942-11.2012

By:

Kim, Steve M.;
Ganguli, Surya;
Frank, Loren M.

Publication type:

Article

A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity.

Published in:

eLife, 2017, p. 1

By:

Nguyen-Vu, T. D. Barbara;
Zhao, Grace Q.;
Lahiri, Subhaneil;
Kimpo, Rhea;
Hanmi Lee;
Surya Ganguli;
Shatz, Carla J.;
Raymond, Jennifer L.

Publication type:

Article

Catalyzing next-generation Artificial Intelligence through NeuroAI.

Published in:

Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-37180-x

By:

Zador, Anthony;
Escola, Sean;
Richards, Blake;
Ölveczky, Bence;
Bengio, Yoshua;
Boahen, Kwabena;
Botvinick, Matthew;
Chklovskii, Dmitri;
Churchland, Anne;
Clopath, Claudia;
DiCarlo, James;
Ganguli, Surya;
Hawkins, Jeff;
Körding, Konrad;
Koulakov, Alexei;
LeCun, Yann;
Lillicrap, Timothy;
Marblestone, Adam;
Olshausen, Bruno;
Pouget, Alexandre

Publication type:

Article

Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-31254-y

By:

Hazon, Omer;
Minces, Victor H.;
Tomàs, David P.;
Ganguli, Surya;
Schnitzer, Mark J.;
Jercog, Pablo E.

Publication type:

Article

Embodied intelligence via learning and evolution.

Published in:

Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-25874-z

By:

Gupta, Agrim;
Savarese, Silvio;
Ganguli, Surya;
Fei-Fei, Li

Publication type:

Article