Conference Proceeding

On Correlation Between Single-Trial ERP and GSR Responses: a Principal Component Regression Approach

Dept. of Phys., Kuopio Univ.
Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 10/2006; DOI:10.1109/IEMBS.2006.260337 pp.5499 - 5502 In proceeding of: Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Source: IEEE Xplore

ABSTRACT In this study we investigate the correlation between single-trial evoked brain responses and galvanic skin responses (GSR). The correlation between the two signals is examined by using a modified principal component regression based approach. A potential application of the study is to utilize the GSR measurements in a form of a prior information in the estimation of the brain potentials when only small number of trials is available

0 0
 · 
0 Bookmarks
 · 
31 Views
Data provided are for informational purposes only. Although carefully collected, accuracy cannot be guaranteed. The impact factor represents a rough estimation of the journal's impact factor and does not reflect the actual current impact factor. Publisher conditions are provided by RoMEO. Differing provisions from the publisher's actual policy or licence agreement may be applicable.

Keywords

brain potentials
 
galvanic skin responses
 
modified principal component regression
 
potential application
 
prior information
 
single-trial evoked brain responses
 
two signals
 
utilize