First and Second Order Digital Circuits with Neuronal Models under Pulses Train Stimulus

One or more neurons can be perceived as an analog circuit in terms of their voltage-time characteristics, but at the block level, they can rather fulfill a logic function. This later approach is imposed by the neuron membrane behavior that always works between two voltage levels – the resting potential and the acting potential, easily associated to two binary states. These levels change when an appropriate combination of pulses trains appears on the neuron’s exciting and inhibiting input synapses. Being difficult to describe in all details the neuronal processes inside the human brain, this paper proposes some digital models able to mimic these biological processes. The first original element of this paper is the extension of the neuronal models, previously presented, from 0-order logic circuits to 1-order logic and 2-order logic circuits. The envelope signal shelters the pulses train that stimulate any neuron, and this envelope signal signature as the digital function represents an element of originality.

Authors

Publication Details

Journal
Romanian Journal of Information Science and Technology
Published
2025-06-27
DOI
https://doi.org/10.59277/romjist.2025.2.09
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

First and Second Order Digital Circuits with Neuronal Models under Pulses Train Stimulus

Mihai Popescu, Cristian Ravariu, Zoltan HASCSI
Romanian Journal of Information Science and Technology
Neural Networks and Applications
article

First and Second Order Digital Circuits with Neuronal Models under Pulses Train Stimulus

Mihai Popescu, Cristian Ravariu, Zoltan HASCSI
article en

Abstract

One or more neurons can be perceived as an analog circuit in terms of their voltage-time characteristics, but at the block level, they can rather fulfill a logic function. This later approach is imposed by the neuron membrane behavior that always works between two voltage levels – the resting potential and the acting potential, easily associated to two binary states. These levels change when an appropriate combination of pulses trains appears on the neuron’s exciting and inhibiting input synapses. Being difficult to describe in all details the neuronal processes inside the human brain, this paper proposes some digital models able to mimic these biological processes. The first original element of this paper is the extension of the neuronal models, previously presented, from 0-order logic circuits to 1-order logic and 2-order logic circuits. The envelope signal shelters the pulses train that stimulate any neuron, and this envelope signal signature as the digital function represents an element of originality.

Romanian Journal of Information Science and TechnologyVol. 28(2)
European Regional Development Fund
Openalex Percentile: Top 91%
Neural Networks and Applications
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