Artificial Neural Networks: International Workshop IWANN '91, Granada, Spain, September 17-19, 1991. Proceedings (Lecture Notes in Computer Science)
暫譯: 人工神經網路:國際研討會 IWANN '91,西班牙格拉納達,1991年9月17-19日。會議錄(計算機科學講義)
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- 出版商: Springer
- 出版日期: 1991-08-28
- 售價: $2,480
- 貴賓價: 9.5 折 $2,356
- 語言: 英文
- 頁數: 486
- 裝訂: Paperback
- ISBN: 3540545379
- ISBN-13: 9783540545378
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相關分類:
Computer-Science
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相關主題
商品描述
Artificial neural networks are massively parallel interconnected networks ofsimple elements which are intended to interact with the objects of the real world in the same way as biological nervous systems do. Interest in these networks is due to the opinion that they are able to perform tasks like image and speech recognition that have only been implemented in limited ways by traditional computing methods. This book includes invited lectures and the full contributions to the International Workshop onArtificial Neural Networks held in Granada, Spain, September 17-19, 1991. The workshop was sponsored by the IEEE Computer Society, the Spanish Association for Computing and Automatics, and the University of Granada. The contributions were selected by an international program committee; the authors of the papers come from 12 countries. The book is organized in six sections, covering: - Neural network theories and neural models - Biological perspectives - Neural network architectures and algorithms - Software developments and tools - Hardware implementations - Applications.
商品描述(中文翻譯)
人工神經網絡是由大量平行互連的簡單元素組成的網絡,旨在以與生物神經系統相同的方式與現實世界中的物體互動。對這些網絡的興趣源於人們認為它們能夠執行圖像和語音識別等任務,而這些任務在傳統計算方法中僅以有限的方式實現。本書包含了1991年9月17日至19日在西班牙格拉納達舉行的國際人工神經網絡研討會的邀請講座和完整貢獻。該研討會由IEEE計算機學會、西班牙計算與自動化協會以及格拉納達大學贊助。貢獻由國際程序委員會選出;論文的作者來自12個國家。本書分為六個部分,涵蓋以下主題:
- 神經網絡理論和神經模型
- 生物學觀點
- 神經網絡架構和算法
- 軟體開發和工具
- 硬體實現
- 應用程式