A coupled autoencoder approach for multi-modal analysis of cell types | Rohan Gala · Nathan Gouwens · Zizhen Yao · Agata Budzillo · Osnat Penn · Bosiljka Tasic · Gabe Murphy · Hongkui Zeng · Uygar Sümbül |
A neurally plausible model learns successor representations in partially observable environments | Eszter Vértes · Maneesh Sahani |
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models | Ruoxi Sun · Ian Kinsella · Scott Linderman · Liam Paninski |
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference | Cole Hurwitz · Kai Xu · Akash Srivastava · Alessio Buccino · Matthias Hennig |
Weight Agnostic Neural Networks | Adam Gaier · David Ha |
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit | Yanis Bahroun · Dmitri Chklovskii · Anirvan Sengupta |
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos | Eleanor Batty · Matthew Whiteway · Shreya Saxena · Dan Biderman · Taiga Abe · Simon Musall · Winthrop Gillis · Jeffrey Markowitz · Anne Churchland · John Cunningham · Sandeep R Datta · Scott Linderman · Liam Paninski |
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs | Jonas Kubilius · Martin Schrimpf · Ha Hong · Najib Majaj · Rishi Rajalingham · Elias Issa · Kohitij Kar · Pouya Bashivan · Jonathan Prescott-Roy · Kailyn Schmidt · Aran Nayebi · Daniel Bear · Daniel Yamins · James J DiCarlo |
Infra-slow brain dynamics as a marker for cognitive function and decline | Shagun Ajmera Shyam Sunder Ajmera · Shreya Rajagopal · Razi Rehman · Devarajan Sridharan |