SueYeon Chung

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Daniel D. LeeTisch University Professor of ECE, Cornell UniversityVerified email at alum.mit.edu
Haim SompolinskyProfessor of Molecular and Cellular Biology and of Physics, Harvard UniversityVerified email at mcb.harvard.edu
L F AbbottBrandeis University, CERN, Boston University, Columbia University, Stanford Linear AcceleratorVerified email at columbia.edu
Hanlin TangCTO & Co-Founder, MosaicMLVerified email at mosaicml.com
Jenelle FeatherFlatiron InstituteVerified email at flatironinstitute.org
Chi-Ning ChouFlatiron InstituteVerified email at flatironinstitute.org
Yoon KimAssistant Professor, MITVerified email at mit.edu
James J DiCarloMassachusetts Institute of TechnologyVerified email at mit.edu
Justin D YaoRutgers UniversityVerified email at rutgers.edu
Kenneth HarrisUniversity College LondonVerified email at ucl.ac.uk
Il Memming ParkGroup Leader, Champalimaud ResearchVerified email at research.fchampalimaud.org
Eero P SimoncelliProfessor of Neural Science, Mathematics, Data Science, Psychology @ NYU.Verified email at nyu.edu
David CoxVP, AI Models; IBM Director, MIT-IBM Watson AI Lab, IBM ResearchVerified email at ibm.com
Cristina SavinNYUVerified email at nyu.edu
Kenneth D. MillerProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Abdulkadir CanatarFlatiron InstituteVerified email at g.harvard.edu
Marla B. FellerProfessor of Neurobiology, University of California, BerkeleyVerified email at berkeley.edu
Josh McDermottMassachusetts Institute of Technology
Yoram BurakHebrew UniversityVerified email at elsc.huji.ac.il

SueYeon Chung

Assistant Professor, Flatiron Institute, NYU

Verified email at flatironinstitute.org - Homepage

Theoretical Neuroscience Neural Networks Machine Learning Statistical Physics Neural Manifolds


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Neural population geometry: An approach for understanding biological and artificial neural networks SY Chung, LF Abbott Current Opinion in Neurobiology 70, 137-144, 2021	214	2021
Separability and Geometry of Object Manifolds in Deep Neural Networks U Cohen, SY Chung, DD Lee, H Sompolinsky Nature Communications 11 (1), 746, 2020	211	2020
Classification and Geometry of General Perceptual Manifolds SY Chung, DD Lee, H Sompolinsky Physical Review X 8 (3), 031003, 2018	173	2018
On the geometry of generalization and memorization in deep neural networks C Stephenson, S Padhy, A Ganesh, Y Hui, H Tang, SY Chung ICLR, 2021	59	2021
Neuroscience needs Network Science DL Barabási, G Bianconi, E Bullmore, M Burgess, SY Chung, ... Journal of Neuroscience 43 (34), 5989-5995, 2023	49	2023
Linear readout of object manifolds SY Chung, DD Lee, H Sompolinsky Physical Review E 93 (6), 060301, 2016	45	2016
Emergence of Separable Manifolds in Deep Language Representations J Mamou, H Le, M Del Rio, C Stephenson, H Tang, Y Kim, SY Chung ICML, 2020	35	2020
On 1/n neural representation and robustness J Nassar, P Sokol, S Chung, KD Harris, IM Park NeurIPS, 2020	35	2020
Untangling in Invariant Speech Recognition C Stephenson, J Feather, S Padhy, O Elibol, H Tang, J McDermott, ... NeurIPS, 2019	31	2019
25th annual computational neuroscience meeting: CNS-2016 TO Sharpee, A Destexhe, M Kawato, V Sekulić, FK Skinner, DK Wójcik, ... BMC Neuroscience 17 (1), 54, 2016	26	2016
Credit Assignment Through Broadcasting a Global Error Vector DG Clark, LF Abbott, SY Chung NeurIPS, 2021	23	2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models M Alleman, J Mamou, MA Del Rio, H Tang, Y Kim, SY Chung Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP …, 2021	21	2021
Learning efficient coding of natural images with maximum manifold capacity representations T Yerxa, Y Kuang, E Simoncelli, SY Chung Advances in Neural Information Processing Systems 36, 2024	19	2024
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception J Dapello, J Feather, H Le*, T Marques, D Cox, J McDermott, JJ DiCarlo, ... NeurIPS, 2021	15	2021
Learning Data Manifolds with a Cutting Plane Method SY Chung, U Cohen, H Sompolinsky, DD Lee Neural Computation 30 (10), 2593–2615, 2018	14	2018
A manifold neural population code for space in hippocampal coactivity dynamics independent of place fields ERJ Levy, S Carrillo-Segura, EH Park, WT Redman, JR Hurtado, ... Cell Reports 42 (10), 2023	12	2023
Transformation of acoustic information to sensory decision variables in the parietal cortex JD Yao, KO Zemlianova, DL Hocker, C Savin, CM Constantinople, ... Proceedings of the National Academy of Sciences 120 (2), e2212120120, 2023	11	2023
Small molecule injection into single-cell C. elegans embryos via carbon-reinforced nanopipettes LD Brennan, T Roland, DG Morton, SM Fellman, SY Chung, M Soltani, ... PloS one 8 (9), e75712, 2013	11	2013
Linear classification of neural manifolds with correlated variability AJ Wakhloo, TJ Sussman, SY Chung Physical Review Letters 131 (2), 027301, 2023	10	2023
Sensory cortex plasticity supports auditory social learning N Paraouty, JD Yao, L Varnet, CN Chou, SY Chung, DH Sanes Nature Communications 14 (1), 5828, 2023	8	2023

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