Synchronization of Locally Coupled Neural Oscillators

Authors:
Valentin Dragoi;Ioan Grosu
Affiliations:
Dept of Brain & Cognitive Sci., Massachusetts Institute of Tech., 45 Carleton St., E25–235, Cambridge MA 02139, USA;Dept of Brain & Cognitive Sci., Massachusetts Institute of Tech., 45 Carleton St., E25–235, Cambridge MA 02139, USA
Venue:
Neural Processing Letters
Year:
1998

Citing 6
Cited 1

A neural cocktail-party processor

Biological Cybernetics
Global competition and local cooperation in a network of neural oscillators

Physica D
An open-plus-closed-loop (OPCL) control of complex dynamic systems

Physica D
Control of chaos in delay differential equations, in a network of oscillators and in model cortex

Proceedings of the conference on Chaos, order and patterns : aspects of nonlinearity---the "Gran Finale": aspects of nonlinearity---the "Gran Finale"
Waves and synchrony in networks of oscillators of relaxation and non-relaxation type

Physica D
Neuronal Networks of the Hippocampus

Neuronal Networks of the Hippocampus

Asymmetric neural network synchronization and dynamics based on an adaptive learning rule of synapses

Neurocomputing

Quantified Score

Hi-index	0.00

Visualization

Abstract

A new method of controlling Fitzhugh-Nagumo (F-N) neural oscillators, Fitzhugh [1], with local coupling is presented. It is proved that throughthe use of an additive closed-loop controlling action that entrains eachneural oscillator to a ‘goal‘ behavior, necessary and sufficientconditions for the occurrence of synchronization in networks ofunidirectionally self-connected neural oscillators are obtained in terms ofasymptotic stability. These conditions suggest that rapid globalsynchronization can be achieved using sufficiently strong local inhibitoryconnections.