Simons Foundation

Publications

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

Comprehensive characterization of human color discrimination thresholds

Fangfang Hong, Ruby Bouhassira, Jason Chow, Craig Sanders, Michael Shvartsman, Phillip Guan, A. Williams, D. H. Brainard

Open Data In Neurophysiology: Advancements, Solutions & Challenges

Colleen J Gillon, Cody Baker, Ryan Ly, E. Balzani, Bingni W Brunton, Manuel Schottdorf, Satrajit Ghosh, Noma Dehghani

A theory of initialisation’s impact on specialisation

Devon Jarvis, S. Lee, Clementine Carla Juliette Domine, Andrew M Saxe, Stefano Sarao Mannelli

Modeling Neural Activity with Conditionally Linear Dynamical Systems

Victor Geadah, A. Nejatbakhsh, D. Lipshutz, J. Pillow, A. Williams

Spectral Analysis of Representational Similarity with Limited Neurons

Hyunmo Kang, A. Canatar, S. Chung

Unconditional CNN denoisers contain sparse semantic representation of images

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

Effective computations for hippocampal place cell phenomena in sparse untrained random networks

José R. Hurtado Jr, S. Chung , André A. Fenton

Correcting Non-Uniform Milling in FIB-SEM Images with Unsupervised Cross-Plane Image-to-Image Translation

Yicong Li, Yuri Kreinin, Siyu Huang, E. Schomburg, D. Chklovskii, Hanspeter Pfister, J. Wu