Qualitative analysis and synthesis of recurrent neural networks

著者

• Michel, Anthony N.
• Liu, Derong

書誌事項

Qualitative analysis and synthesis of recurrent neural networks

Anthony N. Michel, Derong Liu

（Monographs and textbooks in pure and applied mathematics, 248）

Marcel Dekker, c2002

注記

Includes bibliographical references and indexes

内容説明・目次

内容説明

"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."

目次

• 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.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA54932901
• ISBN:
  • 0824707672
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xii, 481 p.
• 大きさ: 24 cm
• 親書誌ID:
  • BA00046446