SueYeon Chung

Cited by

	All	Since 2019
Citations	853	832
h-index	13	13
i10-index	15	14

300

150

225

201720182019202020212022202320243 11 37 71 95 200 291 132

Public access

View all

13 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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
Hanlin TangCTO & Co-Founder, MosaicMLVerified email at mosaicml.com
L F AbbottBrandeis University, CERN, Boston University, Columbia University, Stanford Linear AcceleratorVerified email at columbia.edu
Cory StephensonVerified email at illinois.edu
Jenelle FeatherFlatiron InstituteVerified email at flatironinstitute.org
Yoon KimAssistant Professor, MITVerified email at mit.edu
James J DiCarloMassachusetts Institute of TechnologyVerified email at mit.edu
Chi-Ning ChouFlatiron InstituteVerified email at flatironinstitute.org
Kenneth HarrisUniversity College LondonVerified email at ucl.ac.uk
Il Memming ParkGroup Leader, Champalimaud ResearchVerified email at research.fchampalimaud.org
Justin D YaoRutgers UniversityVerified email at rutgers.edu
David G. ClarkPhD Candidate, Columbia UniversityVerified email at columbia.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
Eero P SimoncelliSilver Professor of Neural Science, Mathematics, Data Science, and Psychology, NYU.Verified email at nyu.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

SueYeon Chung

Assistant Professor, NYU, Flatiron Institute

Verified email at flatironinstitute.org - Homepage

Theoretical Neuroscience Neural Networks Population Coding Neural Manifolds Physics of Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Separability and Geometry of Object Manifolds in Deep Neural Networks U Cohen, SY Chung, DD Lee, H Sompolinsky Nature Communications 11 (1), 746, 2020	182	2020
Neural population geometry: An approach for understanding biological and artificial neural networks SY Chung, LF Abbott Current Opinion in Neurobiology 70, 137-144, 2021	172	2021
Classification and Geometry of General Perceptual Manifolds SY Chung, DD Lee, H Sompolinsky Physical Review X 8 (3), 031003, 2018	147	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	43	2021
Linear readout of object manifolds SY Chung, DD Lee, H Sompolinsky Physical Review E 93 (6), 060301, 2016	40	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	34	2020
Untangling in Invariant Speech Recognition C Stephenson, J Feather, S Padhy, O Elibol, H Tang, J McDermott, ... NeurIPS, 2019	33	2019
Neuroscience needs Network Science DL Barabási, G Bianconi, E Bullmore, M Burgess, SY Chung, ... Journal of Neuroscience 43 (34), 5989-5995, 2023	28	2023
On 1/n neural representation and robustness J Nassar, P Sokol, S Chung, KD Harris, IM Park NeurIPS, 2020	27	2020
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	21	2016
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	20	2021
Credit Assignment Through Broadcasting a Global Error Vector DG Clark, LF Abbott, SY Chung NeurIPS, 2021	18	2021
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	14	2021
Learning Data Manifolds with a Cutting Plane Method SY Chung, U Cohen, H Sompolinsky, DD Lee Neural Computation 30 (10), 2593–2615, 2018	12	2018
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	8	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	8	2023
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet M Miller, SY Chung, KD Miller ICLR, 2022	7	2022
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	6	2024
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	6	2023

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors