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A solution to get the problem off, have you found it? Really? What kind of solution do you resolve the problem? From what sources? Well, there are so many questions that we utter every day. No matterâ€¦ (More)

- Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang
- NIPS
- 1995

A new on-line learning algorithm which minimizes a statistical dependency among outputs is derived for blind separation of mixed signals. The dependency is measured by the average mutual informationâ€¦ (More)

Imagine that you get such certain awesome experience and knowledge by only reading a book. How can? It seems to be greater when a book can be the best thing to discover. Books now will appear inâ€¦ (More)

- Allan Kardec Barros, Andrzej Cichocki
- Neural Computation
- 2001

In this work we develop a very simple batch learning algorithm for semi-blind extraction of a desired source signal with temporal structure from linear mixtures. Although we use the concept ofâ€¦ (More)

- Andrzej Cichocki, Anh Huy Phan
- IEICE Transactions
- 2009

Nonnegative matrix factorization (NMF) and its extensions such as Nonnegative Tensor Factorization (NTF) have b ecome prominent techniques for blind sources separation (BSS), analys is of imageâ€¦ (More)

- FranÃ§ois B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki
- Progress in neurobiology
- 2010

After 40 years of investigation, steady-state visually evoked potentials (SSVEPs) have been shown to be useful for many paradigms in cognitive (visual attention, binocular rivalry, working memory,â€¦ (More)

Learning algorithms and underlying basic mathematical ideas are presented for the problem of adaptive blind signal processing, especially instantaneous blind separation and multichannel blindâ€¦ (More)

- S.-i. Amari, S C Douglas, Andrzej Cichocki, H. H. Yang
- First IEEE Signal Processing Workshop on Signalâ€¦
- 1997

Multichannel deconvolution and equalization is an important task for numerous applications in communications, signal processing, and control. We extend the efficient natural gradient search method ofâ€¦ (More)

- Andrzej Cichocki, Danilo P. Mandic, +4 authors Lieven De Lathauwer
- IEEE Signal Processing Magazine
- 2015

The widespread use of multisensor technology and the emergence of big data sets have highlighted the limitations of standard flat-view matrix models and the necessity to move toward more versatileâ€¦ (More)