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Phys. Rev. E 70, 031904 (2004) [11 pages]

Influence of time-delayed feedback in the firing pattern of thermally sensitive neurons

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M. Sainz-Trapága1, C. Masoller2, H. A. Braun3, and M. T. Huber4
1Departamento de Física, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
2Instituto de Física, Facultad de Ciencias, Universidad de la República, Igua 4225, Montevideo 11400, Uruguay
3Institute of Physiology, Deutschhausstrasse 2, D-35037 Marburg, Germany
4Department of Psychiatry, Deutschhausstrasse 2, D-35037 Marburg, Germany

Received 6 February 2004; published 15 September 2004

We explore the dynamics of a Hodgkin-Huxley-type model for thermally sensitive neurons that exhibit intrinsic oscillatory activity. The model is modified to include a feedback loop that is represented by two parameters: the synaptic strength and the transmission delay time. We analyze the dynamics of the neuron depending on the temperature, the synaptic strength, and the delay time. We find parameter regions where the effect of the recurrent connexion is excitatory, inducing spikes or trains of spikes, and regions where it is inhibitory, reducing or eliminating completely the spiking behavior. We characterize the complex interplay of the intrinsic dynamics of the neuron with the recurrent feedback input and a noisy input.

© 2004 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.70.031904
DOI:
10.1103/PhysRevE.70.031904
PACS:
87.19.La, 05.45.−a, 05.40.−a, 87.10.+e