Noninvasive BCIs: Multiway Signal-Processing Array Decompositions

Author

Cichocki, Andrzej ; Washizawa, Yoshikazu ; Rutkowski, Tomasz ; Bakardjian, Hovagim ; Phan, Anh-Huy ; Choi, Seungjin ; Lee, Hyekyoung ; Zhao, Qibin ; Zhang, Liqing ; Li, Yuanqing

Author_Institution

RIKEN Brain Sci. Inst., Wako

Volume

41

Issue

10

fYear

2008

Firstpage

34

Lastpage

42

Abstract

In addition to helping better understand how the human brain works, the brain-computer interface neuroscience paradigm allows researchers to develop a new class of bioengineering control devices and robots, offering promise for rehabilitation and other medical applications as well as exploring possibilities for advanced human-computer interfaces.

Keywords

handicapped aids; human computer interaction; medical robotics; medical signal processing; neurophysiology; patient rehabilitation; bioengineering control devices; brain-computer interface; multiway signal-processing array decompositions; neuroscience; noninvasive BCI; patient rehabilitation; robots; Application software; Biomedical engineering; Brain computer interfaces; Computer interfaces; Data mining; Decoding; Electroencephalography; Hemodynamics; Humans; Neuroscience; PARAFAC model; Tucker model; brain-computer interfaces; neuroscience paradigms;

fLanguage

English

Journal_Title

Computer

Publisher

ieee

ISSN

0018-9162

Type

jour

DOI

10.1109/MC.2008.431

Filename

4640658