Recent studies in cognitive neurobiology have shown that biological neurons interact with each other through multiple neurotransmitter channels: a single neuron simultaneously secretes different neurotransmitters, each of which performs a specific function. Based on this approach, the article proposes a new type of radial basis neural network model. In the model, the connection between two neurons is represented not by a single value, but by a set of values, that is, multi-weighted connections; each connection models a specific type of neurotransmitter. Such a structure brings the model closer to real biological neuronal systems.
| Mualliflar | Khudaybergenov, Kabul |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-05-30 |
| Son | 2 |
| Betlar | 235-240 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
radial bazis funksiyasi, radial bazisli neyron to‘ri, neyrotransmitter, vazn, yashirin qatlam, tasniflash, radial basis function, radial basis neural network, neurotransmitter, weight, hidden layer, classification
| APA | Khudaybergenov, Kabul (2026). MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION. Al-Farg'oniy avlodlari, (2), 235-240. https://al-fargoniy.uz/index.php/journal/article/view/1168 |
|---|---|
| GOST (OAK) | Khudaybergenov, Kabul MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION // Al-Farg'oniy avlodlari. – 2026. – № 2. – P. 235-240. |
| MLA | Khudaybergenov, Kabul. “MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION.” Al-Farg'oniy avlodlari, (2), 235-240, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1168 |
| Chicago | Khudaybergenov, Kabul. “MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION.” Al-Farg'oniy avlodlari, (2), 235-240 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1168 |
| Harvard | Khudaybergenov, Kabul (2026) ‘MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION’, Al-Farg'oniy avlodlari, (2), 235-240. https://al-fargoniy.uz/index.php/journal/article/view/1168 |
| BibTeX | @article{khudaybergenovkabul2026,
title = {MULTI-WEIGHT CONNECTED RADIAL BASIS NEURAL NETWORK MODEL AND ITS APPLICATION},
author = {Khudaybergenov, Kabul},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {2},
pages = {235-240},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1168}
} |
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