CCN: Publications

A biologically plausible neural network for multi-channel Canonical Correlation Analysis

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

Sensitivity analysis for the stationary distribution of reflected Brownian motion in a convex polyhedral cone.

D. Lipshutz, K. Ramanan

Impression learning: Online predictive coding with synaptic plasticity

E. P. Simoncelli, C. Bredenberg, B. Lyo, C. Savin

Online analysis of microendoscopic 1-photon calcium imaging data streams

A. Giovannucci, J. Friedrich, E. Pnevmatikakis

CaImAn an open source tool for scalable calcium imaging data analysis

J. Friedrich, P. Gunn, A. Giovannucci , J. Kalfon, B. Brown, S. Koay, J. Taxidis, F. Najafi, J. Gauthier, P. Zhou, D. Chklovskii, E. Pnevmatikakis, B.S. Khakh, D.W. Tank

Stochastic Solutions for Linear Inverse Problems using the Prior Implicit in a Denoiser

Z. Kadkhodaie, E. P. Simoncelli

Interpretable Image Clustering via Diffeomorphism-Aware K-Means

R. Cosentino, Y. Bahroun, R. Balestriero, A. Sengupta, B. Aazhang, R. Baraniuk

A biologically plausible neural network for local supervision in cortical microcircuits

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

A biologically plausible neural network for Slow Feature Analysis

D. Lipshutz, C. Windorf, S. Golkar, D. Chklovskii

Biologically plausible single-layer networks for nonnegative independent component analysis

D. Lipshutz, C. Pehlevan, D. Chklovskii