Estimation of internal variables from Hodgkin-Huxley neuron voltage

Alok Sinha, Steven Schiff, Niklas Huebel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper presents a novel approach to estimate internal variables such as gating variables, potassium, sodium and chloride concentrations from the knowledge of voltage of a neuron. This approach is based on the Hodgkin-Huxley neuron dynamics and basic ideas behind a Luenberger observer, and utilizes the full nonlinear dynamics. Results from numerical simulations are presented.

Original languageEnglish (US)
Title of host publication2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013
Pages194-197
Number of pages4
DOIs
StatePublished - Dec 1 2013
Event2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013 - San Diego, CA, United States
Duration: Nov 6 2013Nov 8 2013

Other

Other2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013
CountryUnited States
CitySan Diego, CA
Period11/6/1311/8/13

Fingerprint

Neurons
Electric potential
Potassium
Sodium
Computer simulation

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Mechanical Engineering

Cite this

Sinha, A., Schiff, S., & Huebel, N. (2013). Estimation of internal variables from Hodgkin-Huxley neuron voltage. In 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013 (pp. 194-197). [6695905] https://doi.org/10.1109/NER.2013.6695905
Sinha, Alok ; Schiff, Steven ; Huebel, Niklas. / Estimation of internal variables from Hodgkin-Huxley neuron voltage. 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. pp. 194-197
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Sinha, A, Schiff, S & Huebel, N 2013, Estimation of internal variables from Hodgkin-Huxley neuron voltage. in 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013., 6695905, pp. 194-197, 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013, San Diego, CA, United States, 11/6/13. https://doi.org/10.1109/NER.2013.6695905

Estimation of internal variables from Hodgkin-Huxley neuron voltage. / Sinha, Alok; Schiff, Steven; Huebel, Niklas.

2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. p. 194-197 6695905.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Sinha A, Schiff S, Huebel N. Estimation of internal variables from Hodgkin-Huxley neuron voltage. In 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. p. 194-197. 6695905 https://doi.org/10.1109/NER.2013.6695905