Publications

2024

Abstract representations emerge in human hippocampal neurons during inference behavior

Hristos S Courellis, Juri Mixha, Araceli R Cardenas, Daniel Kimmel, Chrystal M Reed, Taufik A Valiante, C Daniel Salzman, Adam N Mamelak, Stefano Fusi, Ueli Rutishauser

The neural basis of swap errors in working memory

Matteo Alleman, Matthew Panichello, Timothy J. Buschman, and W. Jeffrey Johnston

Neural representational geometries reflect behavioral differences in monkeys and recurrent neural networks

Valeria Fascianelli, Aldo Battista, Fabio Stefanini, Satoshi Tsujimoto, Aldo Genovesio & Stefano Fusi

A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms

Ari Blau, Evan S Schaffer, Neeli Mishra, Nathaniel J Miska, The International Brain Laboratory, Liam Paninski, Matthew R Whiteway

Towards a" universal translator" for neural dynamics at single-cell, single-spike resolution

Yizi Zhang, Yanchen Wang, Donato Jimenez-Beneto, Zixuan Wang, Mehdi Azabou, Blake Richards, Olivier Winter, The International Brain Laboratory, Eva Dyer, Liam Paninski, Cole Hurwitz

Selective consolidation of learning and memory via recall-gated plasticity

A mathematical theory of relational generalization in transitive inference

Samuel Lippl, Kenneth Kay, Greg Jensen, Vincent P. Ferrera, and L. F. Abbott

Perirhinal Cortex Learns A Predictive Map of The Task Environment

David G Lee, Caroline A McLachlan, Ramon Nogueira et al.

The stabilized supralinear network accounts for the contrast dependence of visual cortical gamma oscillations

Holt, C., Miller, K.D., Ahmadian, Y.

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools

Dan Biderman, Matthew R. Whiteway, Cole Hurwitz, Nicholas Greenspan, Robert S. Lee, Ankit Vishnubhotla, Richard Warren, Federico Pedraja, Dillon Noone, Michael M. Schartner, Julia M. Huntenburg, Anup Khanal, Guido T. Meijer, Jean-Paul Noel et al.

Cluster Quilting: Spectral Clustering for Patchwork Learning

Lili Zheng, Andersen Chang, Genevera I Allen

Estimating the Hallucination Rate of Generative AI

Andrew Jesson, Nicolas Beltran-Velez, Quentin Chu, Sweta Karlekar, Jannik Kossen, Yarin Gal, John P Cunningham, David Blei

Evolution of connectivity architecture in the Drosophila mushroom body

Kaitlyn Elizabeth Ellis, Hayley Smihula, Ishani Ganguly, Eva Vigato, Sven Bervoets, Thomas O Auer, Richard Benton, Ashok Litwin Kumar, Sophie Jeanne Cécile Caron

Approximation-Aware Bayesian Optimization

Natalie Maus, Kyurae Kim, Geoff Pleiss, David Eriksson, John P Cunningham, Jacob R Gardner

A cerebellar granule cell-climbing fiber computation to learn to track long time intervals

Martha G Garcia-Garcia, Akash Kapoor, Oluwatobi Akinwale, Lina Takemaru, Tony Hyun Kim, Casey Paton, Ashok Litwin-Kumar, Mark J Schnitzer, Liqun Luo, Mark J Wagner

When does compositional structure yield compositional generalization? A kernel theory

Hue selectivity from recurrent circuitry in Drosophila

Matthias P Christenson, Álvaro Sanz Díez, Sarah L Heath, Maia Saavedra-Weisenhaus, Atsuko Adachi, L.F. Abbott, Rudy Behnia

Lora learns less and forgets less

Dan Biderman, Jose Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P Cunningham

Temporal multiplexing of perception and memory codes in IT cortex

Liang She, Marcus K. Benna, Yuelin Shi, Stefano Fusi, Doris Y. Tsao

Mixed selectivity: Cellular computations for complexity

Kay M. Tye, Earl K. Miller, Felix H. Taschbach, Marcus K. Benna, Mattia Rigotti, and Stefano Fusi

Removing direct photocurrent artifacts in optogenetic connectivity mapping data via constrained matrix factorization

Benjamin Antin, Masato Sadahiro, Marta Gajowa, Marcus A. Triplett, Hillel Adesnik,Liam Paninski

Emergent neural dynamics and geometry for generalization in a transitive inference task

Kenneth Kay, Natalie Biderman, Ramin Khajeh, Manuel Beiran, Christopher J Cueva, Daphna Shohamy, Greg Jensen, Xue-Xin Wei, Vincent P Ferrera, LF Abbott