دانلود کتاب Correlative Learning: A Basis for Brain and Adaptive Systems (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)

Name: Correlative Learning: A Basis for Brain and Adaptive Systems (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)
Availability: InStock
Author: Zhe Chen
ISBN: 0470044888, 9780470044889, 9780470171448

by Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker

عنوان فارسی: آموزش همبستگی : پایه ای برای مغز و سیستم تطبیقی ( انطباقی و یادگیری سیستم های پردازش سیگنال ، ارتباطات و کنترل سری )
ناشر: Wiley-Interscience
سال: 2007
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 475-475
شابک: 0470044888, 9780470044889, 9780470171448
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 11.00 مگابایت

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جزییات کتاب

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.

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