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Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products


May 24, 2018
Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing R. Jang

* 14 pages, 8 figures, 3 tables 

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Informed Group-Sparse Representation for Singing Voice Separation


Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

* IEEE Signal Process. Lett., vol. 24, no. 2, pp. 156-160, Feb. 2017 
* 5 pages, 1 figure 

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Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit


Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

* IEEE Trans. Signal Process., vol. 64, no. 24, pp. 6533-6544, Dec. 2016 
* 12 pages, 2 figures 

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Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation


Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

* IEEE Signal Process. Lett., vol. 23, no. 2, pp. 287-291, Feb. 2016 
* 5 pages, 1 figure 

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