Analog Circuit Implementation of the Izhikevich Neuron for Spiking Control of a DC Motor

A novel simple implementation of a fully tunable Izhikevich neuron is proposed in this contribution. The implementation is based on off-the-shelf standard circuit components whose reliability and ease of configuration allows to realize a spiking control system for industrial applications. The circuit design is described focusing in particular on the solutions proposed for implementing the discontinuous nonlinearities which guarantee the spiking behavior. A practical application devoted to the control of a DC motor is also presented.

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Publication Details

Published
2025-08-03
DOI
https://doi.org/10.1109/iciea65512.2025.11148459
Citations
1
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.73
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article

Analog Circuit Implementation of the Izhikevich Neuron for Spiking Control of a DC Motor

Arturo Buscarino, Carlo Famoso, Fabrizio Esposito, Lamberto Carnazza
1 citations
Advanced Memory and Neural Computing
0.73
article

Analog Circuit Implementation of the Izhikevich Neuron for Spiking Control of a DC Motor

Arturo Buscarino, Carlo Famoso, Fabrizio Esposito, Lamberto Carnazza
article en
1 citations

Abstract

A novel simple implementation of a fully tunable Izhikevich neuron is proposed in this contribution. The implementation is based on off-the-shelf standard circuit components whose reliability and ease of configuration allows to realize a spiking control system for industrial applications. The circuit design is described focusing in particular on the solutions proposed for implementing the discontinuous nonlinearities which guarantee the spiking behavior. A practical application devoted to the control of a DC motor is also presented.

University of Catania (IT)
Openalex Percentile: Top 24%
Advanced Memory and Neural Computing
0.73
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