[PDF] Neural Network Systems Techniques and Applications, Seven-Volume Set: Algorithms and Architectures, Volume 1

ISBN: 012443861X

Category: Tutorial


Posted on 2018-01-14, by luongquocchinh.

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Author: Cornelius T. Leondes | Category: Algorithms | Language: English | Page: 460 | ISBN: 012443861X | ISBN13: 9780124438613 |

Description: Inspired by the structure of the human brain, artificial neural networks have been widely applied to fields such as pattern recognition, optimization, coding, control, etc., because of their ability to solve cumbersome or intractable problems by learning directly from data. An artificial neural network usually consists of a large number of simple processing units, i.e., neurons, via mutual interconnection. It learns to solve problems by adequately adjusting the strength of the interconnections according to input data. Moreover, the neural network adapts easily to new environments by learning, and it can deal with information that is noisy, inconsistent, vague, or probabilistic.

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