Observer based current estimation for coupled neurons

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

Abstract

The input current stimulating a neuron is not directly measurable without inference with the cell's activities. In this paper we consider two electrically coupled neurons. We present an approach to reconstruct the input current into one of the neurons using concepts from control theory. More precisely, we employ an unknown input observer to reconstruct the internal states of the neuron's model. A crucial part of this approach is the transformation of the nonlinear model into an appropriate normal form. Additional filtering yields the desired excitation current.

Details

OriginalspracheEnglisch
Seiten (von - bis)268-281
Seitenumfang14
FachzeitschriftWSEAS Transactions on Systems
Jahrgang11
Ausgabenummer7
PublikationsstatusVeröffentlicht - 2012
Peer-Review-StatusJa

Externe IDs

ORCID /0000-0002-3347-0864/work/142255188

Schlagworte

Schlagwörter

  • Coupled neurons, Derivative estimation, Filter, Hodgkin-Huxley model, Observer, Relative degree