A comparative study between E‐neurons mathematical model and circuit model
Abstract The basic concepts and techniques involved in the development and analysis of mathematical models for individual neurons are reviewed. A spiking neuron model uses differential equations to represent various neuronal activities that have more compatibility with circuit criteria and are chose...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-03-01
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| Series: | IET Circuits, Devices and Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/cds2.12017 |
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| _version_ | 1832559667266453504 |
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| author | M. Daliri Pietro M. Ferreira G. Klisnick A. Benlarbi‐Delai |
| author_facet | M. Daliri Pietro M. Ferreira G. Klisnick A. Benlarbi‐Delai |
| author_sort | M. Daliri |
| collection | DOAJ |
| description | Abstract The basic concepts and techniques involved in the development and analysis of mathematical models for individual neurons are reviewed. A spiking neuron model uses differential equations to represent various neuronal activities that have more compatibility with circuit criteria and are chosen for developing a comparative study with circuit models. For this comparison, a new fully differential neuron that uses the fully differential aspects to reach more balanced differential equations to mathematical model is presented. This comparative study of the circuit model and a neuron mathematical model provides a quantitative understanding of the challenges between mathematical models and microelectronic circuit design criteria. |
| format | Article |
| id | doaj-art-fe29e8f5a67644b5b224f884d7a93a82 |
| institution | Kabale University |
| issn | 1751-858X 1751-8598 |
| language | English |
| publishDate | 2021-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | IET Circuits, Devices and Systems |
| spelling | doaj-art-fe29e8f5a67644b5b224f884d7a93a822025-02-03T01:29:39ZengWileyIET Circuits, Devices and Systems1751-858X1751-85982021-03-0115217518210.1049/cds2.12017A comparative study between E‐neurons mathematical model and circuit modelM. Daliri0Pietro M. Ferreira1G. Klisnick2A. Benlarbi‐Delai3Department of Electrical Engineering Imam Reza International University Mashhad Islamic Republic of IranUniversité Paris‐Saclay CentraleSupélec, CNRS Lab. de Génie Electrique et Electronique de Paris Gif‐sur‐Yvette FranceUniversité Paris‐Saclay CentraleSupélec, CNRS Lab. de Génie Electrique et Electronique de Paris Gif‐sur‐Yvette FranceUniversité Paris‐Saclay CentraleSupélec, CNRS Lab. de Génie Electrique et Electronique de Paris Gif‐sur‐Yvette FranceAbstract The basic concepts and techniques involved in the development and analysis of mathematical models for individual neurons are reviewed. A spiking neuron model uses differential equations to represent various neuronal activities that have more compatibility with circuit criteria and are chosen for developing a comparative study with circuit models. For this comparison, a new fully differential neuron that uses the fully differential aspects to reach more balanced differential equations to mathematical model is presented. This comparative study of the circuit model and a neuron mathematical model provides a quantitative understanding of the challenges between mathematical models and microelectronic circuit design criteria.https://doi.org/10.1049/cds2.12017bioelectric phenomenadifferential equationsneurophysiologyphysiological models |
| spellingShingle | M. Daliri Pietro M. Ferreira G. Klisnick A. Benlarbi‐Delai A comparative study between E‐neurons mathematical model and circuit model IET Circuits, Devices and Systems bioelectric phenomena differential equations neurophysiology physiological models |
| title | A comparative study between E‐neurons mathematical model and circuit model |
| title_full | A comparative study between E‐neurons mathematical model and circuit model |
| title_fullStr | A comparative study between E‐neurons mathematical model and circuit model |
| title_full_unstemmed | A comparative study between E‐neurons mathematical model and circuit model |
| title_short | A comparative study between E‐neurons mathematical model and circuit model |
| title_sort | comparative study between e neurons mathematical model and circuit model |
| topic | bioelectric phenomena differential equations neurophysiology physiological models |
| url | https://doi.org/10.1049/cds2.12017 |
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