The FitzHugh-Nagumo model: Firing modes with time-varying parameters and parameter estimation

The FitzHugh-Nagumo model: Firing modes with time-varying parameters and parameter estimation

In this paper, we revisit the issue of the utility of the FitzHugh-Nagumo (FHN) model for capturing neuron firing behaviors. It has been noted (e.g., see [6]) that the FHN model cannot exhibit certain interesting firing behaviors such as bursting. We illustrate that, by allowing time-varying paramet...

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Bibliographic Details
Main Authors: Faghih, Rose Taj (Contributor), Savla, Ketan (Contributor), Dahleh, Munther A. (Contributor), Brown, Emery N. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Massachusetts Institute of Technology. Laboratory for Information and Decision Systems (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers, 2011-04-01T17:59:10Z.
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