Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics, ... (Studies in Computational Intelligence)
暫譯: 神經計算、機器學習與認知研究的進展:第十九屆國際神經資訊會議選集論文(計算智慧研究)
- 出版商: Springer
- 出版日期: 2017-08-29
- 售價: $6,740
- 貴賓價: 9.5 折 $6,403
- 語言: 英文
- 頁數: 199
- 裝訂: Hardcover
- ISBN: 3319666037
- ISBN-13: 9783319666037
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相關分類:
Machine Learning
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商品描述
This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike. The book includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2-6, 2017, in Moscow, Russia.
商品描述(中文翻譯)
本書描述了人工神經網絡的新理論和應用,特別關注神經計算、認知科學和機器學習。它討論了不同領域交叉處的前沿研究,涵蓋了從認知與行為、動機與情感,到神經計算、深度學習、分類和聚類等主題。進一步的主題包括信號處理方法、機器人技術和神經仿生學,以及計算機視覺等。本書收錄了2017年10月2日至6日在俄羅斯莫斯科舉行的第十九屆國際神經信息學會議的選定論文。