عنوان
پدید آورنده
موضوع
رده
TK5102.9 .C45 2019
TK5102
.
9
.
C45
2019
کتابخانه
محل استقرار
0128045779
0128177969
9780128045770
9780128177969
9780128045664
Source separation and machine learning /
[Book]
Jen-Tzung Chien.
London :
Academic Press, an imprint of Elsevier,
[2019]
©2019
1 online resource.
Includes bibliographical references and index.
Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It illustrates how BSS problems are tackled through adaptive learning algorithms and model-based approaches using the latest information on mixture signals to build a BSS model that is seen as a statistical model for a whole system. Looking at different models, including independent component analysis (ICA), nonnegative matrix factorization (NMF), nonnegative tensor factorization (NTF), and deep neural network (DNN), the book addresses how they have evolved to deal with multichannel and single-channel source separation.
Ingram Content Group
9780128045770
Blind source separation.
Machine learning.
Blind source separation.
Machine learning.
TECHNOLOGY & ENGINEERING / Mechanical.
TEC-- 009070
621
.
3822
23
TK5102
.
9
.
C45
2019
Chien, Jen-Tzung
20200822084818.0
pn
مطالعه متن کتاب [Book]
Y
