Simons Foundation

Publications

Months-long stability of the head-direction system

Sofia Skromne Carrasco, G. Viejo, Adrien Peyrache

Neural population geometry and optimal coding of tasks with shared latent structure

Albert J. Wakhloo, Will Slatton, S. Chung

Quasi Monte Carlo methods enable extremely low-dimensional deep generative models

Miles Martinez, A. Williams

A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation

S. Qin, J. Pughe-Sanford, A. Genkin, Pembe Gizem Ozdil, P. Greengard, A. Sengupta, D. Chklovskii

Disentangled representations via score-based variational autoencoders

Benjamin S. H. Lyo, C. Savin, E. P. Simoncelli

From labels to latents: revealing state-dependent hippocampal computations with Jump Latent Variable Model

S. Zheng, Ipshita Zutshi, Roman Huszár, Yiyao Zhang, Mursel Karadas, György Buzsáki, A. Williams

Neurons as Detectors of Coherent Sets in Sensory Dynamics

J. Pughe-Sanford, X. Ding, J. Moore, A. Sengupta, C. Epstein, P. Greengard, D. Chklovskii

Scalable inference of functional neural connectivity at submillisecond timescales

A. Medvedeva, E. Balzani, A. Williams, Stephen L Keeley

Unconditional CNN denoisers contain sparse semantic representation of images

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

Learning a distance measure from the information-estimation geometry of data

G. Ohayon, P. Fiquet, F. Guth, Jona Ballé, E. P. Simoncelli

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