Independent Component Analysis pdf epub mobi txt 电子书 下载 2024


Independent Component Analysis

简体网页||繁体网页
Aapo Hyvärinen
Wiley-Interscience
2001-5-18
504
USD 194.00
Hardcover
9780471405405

图书标签: ICA  机器学习  信号处理  数学  模式识别  图像处理  计算机  英文原版   


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发表于2024-11-01

Independent Component Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Independent Component Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Independent Component Analysis pdf epub mobi txt 电子书 下载 2024



图书描述

A comprehensive introduction to ICA for students and practitioners

Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.

Independent Component Analysis is divided into four sections that cover:

* General mathematical concepts utilized in the book

* The basic ICA model and its solution

* Various extensions of the basic ICA model

* Real-world applications for ICA models

Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative.

Independent Component Analysis 下载 mobi epub pdf txt 电子书

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算是读完了吧。只觉得这本书详略不当,读起来真的费劲。

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ICA无可厚非的绝对经典。

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算是读完了吧。只觉得这本书详略不当,读起来真的费劲。

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算是读完了吧。只觉得这本书详略不当,读起来真的费劲。

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算是读完了吧。只觉得这本书详略不当,读起来真的费劲。

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