Matthew D. Golub — accepted AI-conference papers

2025

Accurate Identification of Communication Between Multiple Interacting Neural Populations

Belle Liu, Jacob Sacks, Matthew D. Golub

ICML 2025poster

Neural recording technologies now enable simultaneous recording of population activity across multiple brain regions, motivating the development of data-driven models of communication between recorded brain regions. Existing models can struggle to disentangle communication from the effects of unreco…

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2024

Active learning of neural population dynamics using two-photon holographic optogenetics

Andrew Wagenmaker, Lu Mi, Marton Rozsa, Matthew Storm Bull, Karel Svoboda, Kayvon Daie +2

NeurIPS 2024poster

Recent advances in techniques for monitoring and perturbing neural populations have greatly enhanced our ability to study circuits in the brain. In particular, two-photon holographic optogenetics now enables precise photostimulation of experimenter-specified groups of individual neurons, while simu…

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