Advances in Neural Computation, Machine Learning, and Cognitive Research III: Selected Papers from the XXI International Conference on Neuroinformatic
暫譯: 神經計算、機器學習與認知研究的進展 III:第 XXI 屆國際神經資訊會議選定論文集
Kryzhanovsky, Boris, Dunin-Barkowski, Witali, Redko, Vladimir
- 出版商: Springer
- 出版日期: 2019-09-05
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 428
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030304248
- ISBN-13: 9783030304249
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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 answering questions 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 XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, 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,特別著重於回答神經科學、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、腦機介面、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2019年10月7日至11日於俄羅斯莫斯科地區的多爾戈普魯德尼舉行的第 XXI 屆國際神經資訊學會議上發表的選定和邀請論文。