Bulletin of the American Physical Society
APS March Meeting 2022
Volume 67, Number 3
Monday–Friday, March 14–18, 2022; Chicago
Session T08: Statistical Physics of Disease Propagation
11:30 AM–2:18 PM,
Thursday, March 17, 2022
Room: McCormick Place W-179B
Sponsoring
Units:
GSNP DBIO
Chair: Saul Huitzil, Northwestern Institute on Complex Systems
Abstract: T08.00012 : Choosing Optimal Reservoir Computers
2:06 PM–2:18 PM
Presenter:
Thomas L Carroll
(United States Naval Research Laboratory)
Author:
Thomas L Carroll
(United States Naval Research Laboratory)
One conventional design rule that I show is not always true is that reservoir computers function best at the edge of stability, or the “edge of chaos”. There are dynamical reasons why this rule is not always true. I will also show some other statistics that are useful for improving reservoir computer performance, such as symmetry and the strength of connections between nodes.
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