Simons Foundation

Publications

Adaptive whitening with fast gain modulation and slow synaptic plasticity

L. Duong, E. P. Simoncelli, D. Chklovskii, D. Lipshutz

A polar prediction model for learning to represent visual transformations

P. Fiquet, E. P. Simoncelli

Efficient coding of natural images using maximum manifold capacity representations

Yilun Kuang, E. P. Simoncelli, S. Chung

Comparing neural models using their perceptual discriminability predictions

J. Zhou, Chanwoo Chun, Ajay Subramanian, E. P. Simoncelli

Targeted V1 comodulation supports task-adaptive sensory decisions

Caroline Haimerl, Douglas A. Ruff, Marlene Cohen, Cristina Savin, E. P. Simoncelli

Spatiotemporal Clustering with Neyman-Scott Processes via Connections to Bayesian Nonparametric Mixture Models

Yixin Wang, Anthony Degleris, A. Williams, Scott W. Linderman

Foveated metamers of the early visual system

B. Broderick, G Rufo, J Winawer, E. P. Simoncelli

Neural network adaptive coding efficiency and stochastic representational geometry

L. Duong

Normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity

D. Lipshutz, Y. Bahroun, S. Golkar, A. Sengupta, D. Chklovskii

Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training

Y. Bahroun, Shagesh Sridharan, Atithi Acharya, D. Chklovskii, A. Sengupta