Artificial Neural Network Training & Software Implementation Techniques -- Paperback / softback

Kattan, Ali/ Abdullah, Rosni/ Woo Geem, Zong

Nova Science Publishers Inc（2011/06発売）

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製本 Paperback:紙装版/ペーパーバック版／ページ数 58 p.
言語 ENG
商品コード 9781611229905
DDC分類 006.32

Full Description

Artificial neural networks (ANN) are widely used in diverse fields of science and industry. Though there have been numerous techniques used for their implementations, the choice of a specific implementation is subjected to different factors including cost, accuracy, processing speed and overall performance. Featured with synaptic plasticity, the process of training is concerned with adjusting the individual weights between each of the individual ANN neurons until we can achieve close to the desired output. This book introduces the common trajectory-driven and evolutionary-based ANN training algorithms.

Introduction; Feed-Forward Neural Networks; FFANN Software Simulation; FFANN Training Concept; Trajectory-Driven Training Paradigm; Evolutionary-Based Training Paradigm; FFANN Simulation Utilizing Graphic-Processing Units; Conclusion; Index.NER(01): GB IE