CCN: Publications

Automated and scalable analysis pipelines for voltage imaging datasets

J. Friedrich, E. Pnevmatikakis, C. Cai, A. Singh, M. Hossein Eybposh, K. Podgorski, A. Giovannucci

VolPy: automated and scalable 2 analysis pipelines for voltage 3 imaging datasets

J. Friedrich, C. Cai, E. Pnevmatikakis, K. Podgorski, A. Giovannucci

Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems

Keyan Ding, Kede Ma, Shiqi Wang, E. P. Simoncelli

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