SueYeon Chung
Columbia University in the City of New York
H-index: 13
North America-United States
Top articles of SueYeon Chung
Nonlinear classification of neural manifolds with context information: geometrical properties and storage capacity
Bulletin of the American Physical Society
2024/3/7
Chi-Ning Chou
H-Index: 6
Sueyeon Chung
H-Index: 6
Neural Population Geometry and Optimal Coding of Tasks with Shared Latent Structure
arXiv preprint arXiv:2402.16770
2024/2/26
Sueyeon Chung
H-Index: 6
Learning efficient coding of natural images with maximum manifold capacity representations
Advances in Neural Information Processing Systems
2024/2/13
Sueyeon Chung
H-Index: 6
A spectral theory of neural prediction and alignment
Advances in Neural Information Processing Systems
2024/2/13
Abdulkadir Canatar
H-Index: 2
Sueyeon Chung
H-Index: 6
How to optimize neuroscience data utilization and experiment design for advancing primate visual and linguistic brain models?
arXiv preprint arXiv:2401.03376
2024/1/7
Neural Manifold Capacity Captures Representation Geometry, Correlations, and Task-Efficiency Across Species and Behaviors
bioRxiv
2024
Chi-Ning Chou
H-Index: 6
Sueyeon Chung
H-Index: 6
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds
2024/1/8
Unsupervised learning on spontaneous retinal activity leads to efficient neural representation geometry
2023/12/18
Andrew Ligeralde
H-Index: 4
Sueyeon Chung
H-Index: 6
A manifold neural population code for space in hippocampal coactivity dynamics independent of place fields
Cell reports
2023/10/31
Eun Hye Park
H-Index: 10
Sueyeon Chung
H-Index: 6
Sensory cortex plasticity supports auditory social learning
Nature communications
2023/9/20
Neuroscience needs Network Science
Journal of Neuroscience
2023/8/23
Linear classification of neural manifolds with correlated variability
Physical Review Letters
2023/7/12
Tamara J Sussman
H-Index: 7
Sueyeon Chung
H-Index: 6
Unveiling the benefits of multitasking in disentangled representation formation
2023/6/23
Sueyeon Chung
H-Index: 6
Transformation of acoustic information to sensory decision variables in the parietal cortex
Proceedings of the National Academy of Sciences
2023/1/10
The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks
arXiv preprint arXiv:2202.02649
2022/2/5
Sueyeon Chung
H-Index: 6
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet
2021/10/6
Michelle Miller
H-Index: 5
Sueyeon Chung
H-Index: 6
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Advances in Neural Information Processing Systems
2021/12/6
Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks
arXiv preprint arXiv:2108.12001
2021/8/26
Neeli Mishra
H-Index: 2
Sueyeon Chung
H-Index: 6
On the geometry of generalization and memorization in deep neural networks
ICLR
2021/5/30
Hanlin Tang
H-Index: 7
Sueyeon Chung
H-Index: 6
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models
Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021)
2021/4/15
Co-Authors
