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Complex-Valued Neural Networks : Utilizing High-Dimensional Parameters - Tohru Nitta

Complex-Valued Neural Networks

Utilizing High-Dimensional Parameters

By: Tohru Nitta (Editor)

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Published: 1st January 2009
Format: PDF
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Recent research indicates that complex-valued neural networks whose parameters (weights and threshold values) are all complex numbers are in fact useful, containing characteristics bringing about many significant applications.Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters such as complex-valued neural networks, quantum neural networks, quaternary neural networks, and Clifford neural networks, which have been developing in recent years. Graduate students and researchers will easily acquire the fundamental knowledge needed to be at the forefront of research, while practitioners will readily absorb the materials required for the applications.

Complex-valued neural network models and their analysis -- Applications of complex-valued neural networks -- Models with high-dimensional parameters -- Compilation of References -- About the Contributors -- Index.

ISBN: 9781605662152
ISBN-10: 1605662151
Format: PDF
Language: English
Number Of Pages: 504
Published: 1st January 2009