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"
}