Title :
A new mapping method of the coherent brain sources
Author :
Junpeng, Zhang ; Dezhong, Yao ; Yuan, Cui
Author_Institution :
Sch. of Life Sci. & Technol., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper a novel algorithm, termed multivariate correlation coefficient decomposition (MVCCD), is proposed to map coherent sources in the human brain. The method decomposes the multi-channel mutual correlation coefficient (CC) matrix into individual CC between the individual channel and the weighted sum of all the channels, and utilizes the spatial distribution of the individual CC as the imaging map. Compared with power mapping, computer simulation and VEP data tests show that the individual CC map is more sensitive to coherent sources with different energy levels, and it is robust to noise. Thus, it is of practical value.
Keywords :
brain; correlation methods; electroencephalography; medical signal processing; CC matrix; MVCCD; VEP data tests; coherent brain sources; mapping method; multi-channel mutual correlation coefficient; multivariate correlation coefficient decomposition; spatial distribution; Area measurement; Brain modeling; Computer simulation; Electroencephalography; Humans; Matrix decomposition; Multiple signal classification; Noise robustness; Scalp; Testing;
Conference_Titel :
Communications, Circuits and Systems, 2005. Proceedings. 2005 International Conference on
Print_ISBN :
0-7803-9015-6
DOI :
10.1109/ICCCAS.2005.1495255