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Neural Networks for Pattern Recognition 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Christopher M. Bishop 作者

Oxford University Press

译者

1996-1-18 出版日期

504 页数

USD 105.00 价格

Paperback

丛书系列

9780198538646 图书编码

Neural Networks for Pattern Recognition 在线电子书图书标签: 神经网络模式识别机器学习人工智能 AI 计算机模式分类 Classification

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Neural Networks for Pattern Recognition 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Neural Networks for Pattern Recognition 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

Neural Networks for Pattern Recognition 在线电子书用户评价

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Bishop的这本NN比Bishop的ML大法看起来轻松多了……

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reference of AI.

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reference of AI.

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Bishop's introduction to neural networks and pattern classification

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reference of AI.

Neural Networks for Pattern Recognition 在线电子书著者简介

Neural Networks for Pattern Recognition 在线电子书图书目录

Neural Networks for Pattern Recognition 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Neural Networks for Pattern Recognition 在线电子书图书描述

This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensive treatment of Bayesian techniques and their applications to neural networks.

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