Bulletin of the American Physical Society
APS March Meeting 2021
Volume 66, Number 1
Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA
Session R01: Learning without Neurons
8:00 AM–11:00 AM,
Thursday, March 18, 2021
Room: 01
Sponsoring
Unit:
DBIO
Chair: Arvind Murugan, University of Chicago
Abstract: R01.00005 : How ecosystems and gene regulatory networks can learn?
10:24 AM–11:00 AM
On Demand
Presenter:
Eörs Szathmáry
(Centre for Ecological Research, Hungary)
Author:
Eörs Szathmáry
(Centre for Ecological Research, Hungary)
Recent models inform us that ecosystem evolution and evolution of genetic regulatory networks (so important in development) can partly be best understood as learning processes. Features like Hebbian change in coupling terms, memory capacity, forgetting and graceful degradation all come into play. These investigations are complemented by the proposals that the Bayesian update rule is analogous to the discrete-time replicator equation and that evolving replicator populations can learn about grammatical classes. I shall give examples of these processes.
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