
Correlative learning : : A basis for brain and adaptive systems / Zhe Chen ... [et al.]
Tác giả : Zhe Chen ... [et al.]
Nhà xuất bản : Wiley-Interscience
Năm xuất bản : 2007
Nơi xuất bản : Hoboken, N.J.
Mô tả vật lý : xxvi, 448 p. : ill. ; 24 cm
ISBN : 9780470044889
Số phân loại : 612.82
Chủ đề : 1. Artificial intelligence. 2. Brain -- Physiology. 3. Learning -- Physiological aspects. 4. Hệ thống trí tuệ nhân tạo. 5. Trí tuệ nhân tạo.
Thông tin chi tiết
Tóm tắt : | Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the role of correlation in the human brain as well as in the adaptive signal processing world; unifies many well-established synaptic adaptations (learning) rules within the correlation-based learning framework, focusing on a particular correlative learning paradigm, ALOPEX; and presents case studies that illustrate how to use different computational tools and ALOPEX to help readers understand certain brain functions or fit specific engineering applications. |
Thông tin dữ liệu nguồn
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https://lrcopac.ctu.edu.vn/pages/opac/wpid-detailbib-id-162982.html |