LEARNING OF PHASE LAGS IN COUPLED NEURAL OSCILLATORS

Citation
B. Ermentrout et N. Kopell, LEARNING OF PHASE LAGS IN COUPLED NEURAL OSCILLATORS, Neural computation, 6(2), 1994, pp. 225-241
Citations number
30
Categorie Soggetti
Computer Sciences","Computer Science Artificial Intelligence",Neurosciences
Journal title
ISSN journal
08997667
Volume
6
Issue
2
Year of publication
1994
Pages
225 - 241
Database
ISI
SICI code
0899-7667(1994)6:2<225:LOPLIC>2.0.ZU;2-5
Abstract
If an oscillating neural circuit is forced by another such circuit via a composite signal, the phase lag induced by the forcing can be chang ed by changing the relative strengths of components of the coupling. W e consider such circuits, with the forced and forcing oscillators rece iving signals with some given phase lag. We show how such signals can be transformed into an algorithm that yields connection strengths need ed to produce that lag. The algorithm reduces the problem of producing a given phase lag to one of producing a kind of synchrony with a ''te aching'' signal; the algorithm can be interpreted as maximizing the co rrelation between voltages of a cell and the teaching signal. We apply these ideas to regulation of phase lags in chains of oscillators asso ciated with undulatory locomotion.