Nonlinear Source Separation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Almeida, Luis B. 作者

Morgan & Claypool

譯者

出版日期

112 頁數

$ 45.20 價格

Pap

叢書系列

9781598290301 圖書編碼

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發表於2024-11-11

Nonlinear Source Separation 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Nonlinear Source Separation 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Nonlinear Source Separation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Nonlinear Source Separation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Nonlinear Source Separation 在線電子書圖書描述

The purpose of this lecture book is to present the state of the art in nonlinear blind source separation, in a form appropriate for students, researchers and developers. Source separation deals with the problem of recovering sources that are observed in a mixed condition. When we have little knowledge about the sources and about the mixture process, we speak of blind source separation. Linear blind source separation is a relatively well studied subject, however nonlinear blind source separation is still in a less advanced stage, but has seen several significant developments in the last few years. This publication reviews the main nonlinear separation methods, including the separation of post-nonlinear mixtures, and the MISEP, ensemble learning and kTDSEP methods for generic mixtures. These methods are studied with a significant depth. A historical overview is also presented, mentioning most of the relevant results, on nonlinear blind source separation, that have been presented over the years.

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