Advances in Neural Networks: Computational and Theoretical Issues (Smart Innovation, Systems and Technologies)
暫譯: 神經網絡的進展:計算與理論問題(智慧創新、系統與技術)

  • 出版商: Springer
  • 出版日期: 2015-06-25
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 402
  • 裝訂: Hardcover
  • ISBN: 3319181637
  • ISBN-13: 9783319181639
  • 海外代購書籍(需單獨結帳)

商品描述

This book collects research works that exploit neural networks and machine learning techniques from a multidisciplinary perspective. Subjects covered include theoretical, methodological and computational topics which are grouped together into chapters devoted to the discussion of novelties and innovations related to the field of Artificial Neural Networks as well as the use of neural networks for applications, pattern recognition, signal processing, and special topics such as the detection and recognition of multimodal emotional expressions and daily cognitive functions, and  bio-inspired memristor-based networks.

Providing insights into the latest research interest from a pool of international experts coming from different research fields, the volume becomes valuable to all those with any interest in a holistic approach to implement believable, autonomous, adaptive and context-aware Information Communication Technologies.

商品描述(中文翻譯)

本書收集了從多學科角度利用神經網絡和機器學習技術的研究成果。涵蓋的主題包括理論、方法論和計算主題,這些主題被分組到專門討論與人工神經網絡領域相關的新穎性和創新性的章節中,以及神經網絡在應用、模式識別、信號處理等方面的使用,還有一些特殊主題,例如多模態情感表達和日常認知功能的檢測與識別,以及生物啟發的基於記憶電阻器的網絡。

本書提供了來自不同研究領域的國際專家的最新研究興趣的見解,對於所有對於實現可信、自主、自適應和具上下文感知的資訊通信技術有興趣的人來說,這本書都具有重要價值。

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