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Интеллектуальная Система Тематического Исследования НАукометрических данных |
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How to get an optimal NN for a given applicationстатья
- Авторы: Smeliansky R.L., Ymnov N.A.
- Сборник: Proceedings of the 1995 RNNS/IEEE 2nd International Symposium on Neuroinformatics and Neurocomputers
- Год издания: 1995
- Место издания: Rostov-on-Don, Russia
- Первая страница: 329
- Последняя страница: 336
- Аннотация: The paper presents a problem of optimal neural network (NN) design for a given application. The application is described as a mapping RN→R. The design process consists of two stages: selection of NN models which are able to approximate the given application, and an optimization criterion estimation for each selected model with the further choosing of the best NN. A structure of instrumental system for optimal NN design is proposed.
- Добавил в систему: Смелянский Руслан Леонидович