Bulletin of the American Physical Society
2023 APS March Meeting
Volume 68, Number 3
Las Vegas, Nevada (March 5-10)
Virtual (March 20-22); Time Zone: Pacific Time
Session D07: Learning in Physical Systems without Neurons
3:00 PM–5:48 PM,
Monday, March 6, 2023
Room: Room 130
Sponsoring
Units:
DSOFT GSNP
Chair: Sam Dillavou; Menachem Stern
Abstract: D07.00001 : Equilibrium Propagation: A Physics-Grounded Theory of Computation and Learning*
3:00 PM–3:36 PM
Presenter:
Benjamin Scellier
(ETH Zurich)
Author:
Benjamin Scellier
(ETH Zurich)
Collaborations:
Mila, ETH Zurich, Rain
We show that the Eqprop learning framework could also be relevant to physicists, chemists, biologists and neuroscientists who seek to understand how natural systems such as the brain learn from (or adapt to) their environment.
*B.S. acknowledges University of Montreal, ETH Zurich, and Rain for funding the research.
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