Title :
Control of oscillations and chaos in canonical neocortical microcircuits
Author :
Stoop, R. ; Kern, A. ; Bunimovich, L.A.
Author_Institution :
Inst. fur Neuroinf., ETHZ/UNIZH, Zurich, Switzerland
Abstract :
We investigate a canonical microcircuit containing four neurons: two interacting pyramidal neurons N1, N2 that form the basic computational circuit, a (stellate) control neuron N3, and a pyramidal neuron N4 acting as a reading-out device. Using in-vitro experiments, we experimentally prove that under generic input conditions, the computationally most relevant neurons N1, N2 are on limit-cycle solutions. We propose a novel coding scheme, which is established through along Arnold tongues-organized neuron synchronization, and use it to estimate the computational properties of the microcircuit
Keywords :
chaos; limit cycles; neural chips; synchronisation; Arnold tongues-organized neuron synchronization; canonical neocortical microcircuits; chaos; generic input conditions; in-vitro experiments; interacting pyramidal neurons; limit-cycle solutions; oscillations; pyramidal neuron; reading-out device; stellate control neuron; Chaos; Circuit analysis computing; Equations; Frequency synchronization; In vitro; Limit-cycles; Mathematical model; Neurons; Process control; Wiring;
Conference_Titel :
Control of Oscillations and Chaos, 2000. Proceedings. 2000 2nd International Conference
Conference_Location :
St. Petersburg
Print_ISBN :
0-7803-6434-1
DOI :
10.1109/COC.2000.874282