CCN: Publications

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

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

Fixational eye movements enhance the precision of visual information transmitted by the primate retina

Eric G. Wu, Nora Brackbill, Colleen Rhoades, Alexandra Kling, Alex R. Gogliettino, Nishal P. Shah, Alexander Sher, Alan M. Litke, E. P. Simoncelli, E.J. Chichilnisky

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

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

Learning multi-scale local conditional probability models of images

Z. Kadkhodaie, F. Guth, S. Mallat, E. P. Simoncelli

Publications

Adaptive whitening with fast gain modulation and slow synaptic plasticity

A polar prediction model for learning to represent visual transformations

Efficient coding of natural images using maximum manifold capacity representations

Comparing neural models using their perceptual discriminability predictions