Surya Ganguli - Publications, H-index & Citations

Surya Ganguli

stanford university

61H指数

264论文数

1.8W被引数

收录论文 37

发表时间

Geometry and dynamics of annealed optimization in the coherent Ising machine with hidden and planted solutions 退火优化在具有隐藏和预置解的相干伊辛机器中的几何学与动力学

Physical Review E

IF2.4

2026-05-18

PREAI

Ghimenti, Federico; Sriram, Adithya; Yamamura, Atsushi; Mabuchi, Hideo; Ganguli, Surya

Geometric dynamics of signal propagation predict trainability of transformers

PHYSICAL REVIEW E

IF2.4

2025-11-03

PREAI

Cowsik, Aditya; Nebabu, Tamra; Qi, Xiaoliang; Ganguli, Surya

A tale of two algorithms: Structured slots explain prefrontal sequence memory and are unified with hippocampal cognitive maps 两种算法的故事：结构化槽位解释前额叶序列记忆，并与海马体认知图统一

NEURON

IF15

2025-01-01

OAAI

Whittington, James C. R.; Dorrell, William; Behrens, Timothy E. J.; Ganguli, Surya; El-Gaby, Mohamady

Geometric Landscape Annealing as an Optimization Principle Underlying the Coherent Ising Machine

PHYSICAL REVIEW X

IF15.7

2024-09-27

OAAI

Yamamura, Atsushi; Mabuchi, Hideo; Ganguli, Surya

Social Control of Hypothalamus-Mediated Male Aggression (vol 95, pg 955, 2017)

NEURON

IF15

2024-06-01

OAAI

Yang, Taehong; Yang, Cindy F.; Chizari, Delara; Maheswaranathan, Niru; Burke Jr, Kenneth J.; Borius, Maxim; Inoue, Sayaka; Chiang, Michael C.; Bender, Kevin J.; Ganguli, Surya; Shah, Nirao M.

Entanglement and Replica Symmetry Breaking in a Driven-Dissipative Quantum Spin Glass 驱动耗散量子自旋玻璃中的纠缠和复制对称性破坏

PHYSICAL REVIEW X

IF15.7

2024-02-22

OAAI

Marsh, Brendan P.; Kroeze, Ronen M.; Ganguli, Surya; Gopalakrishnan, Sarang; Keeling, Jonathan; Lev, Benjamin L.

Interpreting the retinal neural code for natural scenes: From computations to neurons 解释自然场景的视网膜神经代码: 从计算到神经元

NEURON

IF15

2023-09-01

OAAI

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

Catalyzing next-generation Artificial Intelligence through NeuroAI

NATURE COMMUNICATIONS

IF15.7

2023-03-22

OAAI

Zador, Anthony; Escola, Sean; Richards, Blake; Olveczky, Bence; Bengio, Yoshua; Boahen, Kwabena; Botvinick, Matthew; Chklovskii, Dmitri; Churchland, Anne; Clopath, Claudia; DiCarlo, James; Ganguli, Surya; Hawkins, Jeff; Kording, Konrad; Koulakov, Alexei; LeCun, Yann; Lillicrap, Timothy; Marblestone, Adam; Olshausen, Bruno; Pouget, Alexandre; Savin, Cristina; Sejnowski, Terrence; Simoncelli, Eero; Solla, Sara; Sussillo, David; Tolias, Andreas S.; Tsao, Doris

A unified theory for the computational and mechanistic origins of grid cells

NEURON

IF15

2023-01-01

OAAI

Sorscher, Ben; Mel, Gabriel C.; Ocko, Samuel A.; Giocomo, Lisa M.; Ganguli, Surya

Measuring the dimensionality of behavior

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-10-20

OAAI

Ganguli, Surya

Neural representational geometry underlies few-shot concept learning 神经表征几何是少镜头概念学习的基础

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-10-17

OAAI

Sorscher, Ben; Ganguli, Surya; Sompolinsky, Haim

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

NATURE COMMUNICATIONS

IF15.7

2022-07-25

OAAI

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

Distinct in vivo dynamics of excitatory synapses onto cortical pyramidal neurons and parvalbumin-positive interneurons

CELL REPORTS

IF6.9

2021-11-01

OAAI

Melander, Joshua B.; Nayebi, Aran; Jongbloets, Bart C.; Fortin, Dale A.; Qin, Maozhen; Ganguli, Surya; Mao, Tianyi; Zhong, Haining

Embodied intelligence via learning and evolution 通过学习和进化实现的智能

NATURE COMMUNICATIONS

IF15.7

2021-10-06

OAAI

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

Distance-tuned neurons drive specialized path integration calculations in medial entorhinal cortex

CELL REPORTS

IF6.9

2021-09-01

OAAI

Campbell, Malcolm G.; Attinger, Alexander; Ocko, Samuel A.; Ganguli, Surya; Giocomo, Lisa M.

Enhancing Associative Memory Recall and Storage Capacity Using Confocal Cavity QED

PHYSICAL REVIEW X

IF15.7

2021-06-02

OAAI

Marsh, Brendan P.; Guo, Yudan; Kroeze, Ronen M.; Gopalakrishnan, Sarang; Ganguli, Surya; Keeling, Jonathan; Lev, Benjamin L.

GluD2-and Cbln1-mediated competitive interactions shape the dendritic arbors of cerebellar Purkinje cells

NEURON

IF15

2021-02-01

OAAI

Takeo, Yukari H.; Shuster, S. Andrew; Jiang, Linnie; Hu, Miley C.; Luginbuhl, David J.; Rulicke, Thomas; Contreras, Ximena; Hippenmeyer, Simon; Wagner, Mark J.; Ganguli, Surya; Luo, Liqun

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

NEURON

IF15

2020-01-22

PREAI

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

Accurate Estimation of Neural Population Dynamics without Spike Sorting

NEURON

IF15

2019-07-01

158

OAAI

Trautmann, Eric M.; Stavisky, Sergey D.; Lahiri, Subhaneil; Ames, Katherine C.; Kaufman, Matthew T.; O'Shea, Daniel J.; Vyas, Saurabh; Sun, Xulu; Ryu, Stephen, I; Ganguli, Surya; Shenoy, Krishna, V

A mathematical theory of semantic development in deep neural networks 深度神经网络中语义发展的数学理论

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2019-05-17

140

OAAI

Saxe, Andrew M.; McClelland, James L.; Ganguli, Surya

研究方向