Recent Advances in Artificial Neural Networks
暫譯: 人工神經網路的最新進展
Jain, L. C.
- 出版商: CRC
- 出版日期: 2017-12-13
- 售價: $7,870
- 貴賓價: 9.5 折 $7,477
- 語言: 英文
- 頁數: 372
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1315897113
- ISBN-13: 9781315897110
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商品描述
Neural networks represent a new generation of information processing paradigms designed to mimic-in a very limited sense-the human brain. They can learn, recall, and generalize from training data, and with their potential applications limited only by the imaginations of scientists and engineers, they are commanding tremendous popularity and research interest. Over the last four decades, researchers have reported a number of neural network paradigms, however, the newest of these have not appeared in book form-until now.
Recent Advances in Artificial Neural Networks collects the latest neural network paradigms and reports on their promising new applications. World-renowned experts discuss the use of neural networks in pattern recognition, color induction, classification, cluster detection, and more. Application engineers, scientists, and research students from all disciplines with an interest in considering neural networks for solving real-world problems will find this collection useful.
Recent Advances in Artificial Neural Networks collects the latest neural network paradigms and reports on their promising new applications. World-renowned experts discuss the use of neural networks in pattern recognition, color induction, classification, cluster detection, and more. Application engineers, scientists, and research students from all disciplines with an interest in considering neural networks for solving real-world problems will find this collection useful.
商品描述(中文翻譯)
神經網絡代表了一種新一代的信息處理範式,旨在以非常有限的方式模仿人類大腦。它們可以從訓練數據中學習、回憶和概括,並且其潛在應用僅受科學家和工程師的想像力限制,因此它們在研究和應用上受到極大的關注和興趣。在過去的四十年中,研究人員報告了多種神經網絡範式,然而,這些最新的範式直到現在才以書籍形式出現。
《人工神經網絡的最新進展》收集了最新的神經網絡範式,並報告了它們有前景的新應用。世界知名的專家討論了神經網絡在模式識別、顏色誘導、分類、聚類檢測等方面的應用。對於所有學科的應用工程師、科學家和研究生來說,這本書對於考慮使用神經網絡解決現實世界問題將會非常有用。