Publication detail

Analysis of Hindmarsh-Rose Neuron Model and Novel Circuitry Realisation

GÖTTHANS, T. PETRŽELA, J. HRUBOŠ, Z.

Original Title

Analysis of Hindmarsh-Rose Neuron Model and Novel Circuitry Realisation

English Title

Analysis of Hindmarsh-Rose Neuron Model and Novel Circuitry Realisation

Type

conference paper

Language

en

Original Abstract

The Hindmarsh-Rose neural model of a single neuron was synthesized into a novel circuitry realization. First the differential equations describing the system were analysed from the chaos point of view. Then the system was synthesised into a circuit and was supported and verified by a measurement. The measurement proved spiking and bursting behaviour and also the presence of a chaos. The presence of the chaos was also verified by the Lyapunov exponents.

English abstract

The Hindmarsh-Rose neural model of a single neuron was synthesized into a novel circuitry realization. First the differential equations describing the system were analysed from the chaos point of view. Then the system was synthesised into a circuit and was supported and verified by a measurement. The measurement proved spiking and bursting behaviour and also the presence of a chaos. The presence of the chaos was also verified by the Lyapunov exponents.

Keywords

Stochastic optimization, Lyapunov exponents, chaos, dynamical motion

RIV year

2011

Released

16.06.2011

Location

Lodz, Polsko

ISBN

978-83-928756-3-5

Book

Proceedings of 18th International Conference Mixdes 2011

Pages from

576

Pages to

580

Pages count

4

Documents

BibTex


@inproceedings{BUT72874,
  author="Tomáš {Götthans} and Jiří {Petržela} and Zdeněk {Hruboš}",
  title="Analysis of Hindmarsh-Rose Neuron Model and Novel Circuitry Realisation",
  annote="The Hindmarsh-Rose neural model of a single neuron was synthesized into a novel circuitry realization. First the differential equations describing the system were analysed from the chaos point of view. Then the system was synthesised into a circuit and was supported and verified by a measurement. The measurement proved spiking and bursting behaviour and also the presence of a chaos. The presence of the chaos was also verified by the Lyapunov exponents.",
  booktitle="Proceedings of 18th International Conference Mixdes 2011",
  chapter="72874",
  howpublished="print",
  year="2011",
  month="june",
  pages="576--580",
  type="conference paper"
}