CCN: Publications

Neurons as Canonical Correlation Analyzers

D. Chklovskii, A. Sengupta, C. Pehlevan

Customer-server population dynamics in heavy traffic

R. Atar, P. Karmakar, D. Lipshutz

Neuronal Gaussian Process Regression

J. Friedrich

Neuroscience-Inspired Online Unsupervised Learning Algorithms: Artificial Neural Networks

D. Chklovskii, C. Pehlevan

Bright and photostable chemigenetic indicator for extended in vivo voltage imaging

J. Friedrich, A. Abdelfattah, T. Kawashima, A. Singh, O. Novak, H. Liu, Y. Shuai, Y. Huang, L. Campagnola, S. Seeman, J. Yu, J. Zheng, J. Grimm, R. Patel, B. D. Mensh, L. Paninski, J. J. Macklin, G. J. Murphy, K. Podgorski, B. Lin, T. Chen, G. C. Turner, Z. Liu, M. Koyama, K. Svoboda, M. B. Ahrens, L. D. Lavis, E. R. Schreiter

Clustering is semi-definitely not that hard: Nonnegative SDP for manifold disentangling

M. Tepper, A. Sengupta, D. Chklovskii

Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics

V. Minden, C. Pehlevan, D. Chklovskii

Flexibility in motor timing constrains the topology and dynamics of pattern generator circuits

C. Pehlevan, F. Ali, B.P. Olveczky

Holography, Fractals and the Weyl Anomaly

Gerald Guralnik, Zachary Guralnik, C. Pehlevan

Why Do Similarity Matching Objectives Lead to Hebbian/Anti-Hebbian Networks?

D. Chklovskii, A. Sengupta, Cengiz Pehlevan