Mi. Rabinovich et al., SELF-REGULARIZATION OF CHAOS IN NEURAL SYSTEMS - EXPERIMENTAL AND THEORETICAL RESULTS, IEEE transactions on circuits and systems. 1, Fundamental theory andapplications, 44(10), 1997, pp. 997-1005
The results of neurobiological studies in both vertebrates and inverte
brates lead to the general question: How is a population of neurons, w
hose individual activity is chaotic and uncorrelated able to form func
tional circuits with regular and stable behavior? What are the circums
tances which support these regular oscillations? What are the mechanis
ms that promote this transition? We address these questions using our
experimental and modeling studies describing the behavior of groups of
spiking-bursting neurons. We show that the role of inhibitory synapti
c coupling between neurons is crucial in the self-control of chaos.