Principles of Constructing Layered Neural Networks Based on Pulse Neurons
In the article we describe principles of pulse implementation of multilayer neural networks using biologically plausible neurons. It is shown that the multilayer perceptron can be modeled with a neural network composed of pulse neurons using impulse information coding.
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| Format: | Article |
| Language: | English |
| Published: |
Yaroslavl State University
2011-06-01
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| Series: | Modelirovanie i Analiz Informacionnyh Sistem |
| Subjects: | |
| Online Access: | https://www.mais-journal.ru/jour/article/view/1089 |
| Summary: | In the article we describe principles of pulse implementation of multilayer neural
networks using biologically plausible neurons. It is shown that the multilayer perceptron can
be modeled with a neural network composed of pulse neurons using impulse information
coding. |
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| ISSN: | 1818-1015 2313-5417 |