Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics,
暫譯: 神經計算、機器學習與認知研究的進展 II:第 XX 屆國際神經資訊會議選輯論文
Kryzhanovsky, Boris, Dunin-Barkowski, Witali, Redko, Vladimir
- 出版商: Springer
- 出版日期: 2019-12-10
- 售價: $8,670
- 貴賓價: 9.5 折 $8,237
- 語言: 英文
- 頁數: 344
- 裝訂: Quality Paper - also called trade paper
- ISBN: 303013170X
- ISBN-13: 9783030131708
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相關分類:
Machine Learning
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相關主題
商品描述
This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.
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,特別著重於解決神經科學、生物學、生物物理學和認知研究中的問題。內容涵蓋了廣泛的方法和技術,包括深度神經網絡、大規模神經模型、腦-電腦介面、信號處理方法,以及感知模型、情感識別研究、自組織等多個主題。本書包含了在2018年10月8日至12日於俄羅斯莫斯科舉行的第XX屆國際神經資訊學會議上發表的選定和邀請論文。