Qualitative Analysis and Synthesis of Recurrent Neural Networks

Anthony Michel, Derong Liu (Autoren)

Buch | Hardcover

504 Seiten

2001
Crc Press Inc (Verlag)
978-0-8247-0767-5 (ISBN)

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"Analyzes the behavior, design, and implementation of artificial recurrent neural networks. Offers methods of synthesis for associative memories. Evaluates the qualitative properties and limitations of neural networks. Contains practical applications for optimal system performance."

Anthony Michel, Derong Liu

Some neural network models; qualitative analysis of analogue Hopfield-type neural networks - global results; stability analysis of linear systems operating on a closed hypercube - system (M); qualitative analysis of Hopfield-type neural networks - local results; qualitative effects of parameter perturbations; qualitative effects of time delays.

Reihe/Serie	Chapman & Hall/CRC Pure and Applied Mathematics
Verlagsort	Bosa Roca
Sprache	englisch
Maße	152 x 229 mm
Gewicht	816 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	0-8247-0767-2 / 0824707672
ISBN-13	978-0-8247-0767-5 / 9780824707675
Zustand	Neuware