Cengiz Pehlevan
Harvard University
H-index: 23
North America-United States
Top articles of Cengiz Pehlevan
Long sequence Hopfield memory
Advances in Neural Information Processing Systems
2024/2/13
Cengiz Pehlevan
H-Index: 15
Feature-learning networks are consistent across widths at realistic scales
Advances in Neural Information Processing Systems
2024/2/13
Nikhil Vyas
H-Index: 5
Alexander Atanasov
H-Index: 2
Blake Bordelon
H-Index: 2
Depen Morwani
H-Index: 0
Cengiz Pehlevan
H-Index: 15
Dynamics of finite width kernel and prediction fluctuations in mean field neural networks
Advances in Neural Information Processing Systems
2024/2/13
Blake Bordelon
H-Index: 2
Cengiz Pehlevan
H-Index: 15
A Dynamical Model of Neural Scaling Laws
arXiv preprint arXiv:2402.01092
2024/2/2
Scaling and renormalization in high-dimensional regression
arXiv preprint arXiv:2405.00592
2024/5/1
Cengiz Pehlevan
H-Index: 15
Statistical physics of regression with quadratic models
Bulletin of the American Physical Society
2024/3/5
Blake Bordelon
H-Index: 2
Cengiz Pehlevan
H-Index: 15
Loss dynamics of temporal difference reinforcement learning
2023/11/2
Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles
Advances in Neural Information Processing Systems
2024/2/13
Cengiz Pehlevan
H-Index: 15
Neural circuits for fast Poisson compressed sensing in the olfactory bulb
Advances in Neural Information Processing Systems
2024/2/13
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
Advances in Neural Information Processing Systems
2024/2/13
Cengiz Pehlevan
H-Index: 15
Learning curves for deep structured gaussian feature models
Advances in Neural Information Processing Systems
2023/12/15
Cengiz Pehlevan
H-Index: 15
Reply to Castro et al.: Do connectomes possess markers of activity-dependent synaptic plasticity?
Proceedings of the National Academy of Sciences
2023/12/12
Cengiz Pehlevan
H-Index: 15
Associative Memory & Hopfield Networks in 2023
2023/12/10
Self-consistent dynamical field theory of kernel evolution in wide neural networks
Journal of Statistical Mechanics: Theory and Experiment
2023/11/15
Blake Bordelon
H-Index: 2
Cengiz Pehlevan
H-Index: 15
Grokking as the transition from lazy to rich training dynamics
arXiv preprint arXiv:2310.06110
2023/10/9
Blake Bordelon
H-Index: 2
Cengiz Pehlevan
H-Index: 15
Depthwise hyperparameter transfer in residual networks: Dynamics and scaling limit
arXiv preprint arXiv:2309.16620
2023/9/28
Blake Bordelon
H-Index: 2
Cengiz Pehlevan
H-Index: 15
Normative and mechanistic model of an adaptive circuit for efficient encoding and feature extraction
Proceedings of the National Academy of Sciences
2023/7/18
Cengiz Pehlevan
H-Index: 15
Dynamics of Temporal Difference Reinforcement Learning
arXiv preprint arXiv:2307.04841
2023/7/10
Lecture Notes on Infinite-Width Limits of Neural Networks
2023/6
Cengiz Pehlevan
H-Index: 15
Blake Bordelon
H-Index: 2
Replica method for eigenvalues of real Wishart product matrices
SciPost Physics Core
2023/4/5
Cengiz Pehlevan
H-Index: 15
Co-Authors
