Publication: Effect of musical tones in auditory perception analysis using nonlinear model
Issued Date
2012-12-01
Resource Type
Other identifier(s)
2-s2.0-84875112414
Rights
Mahidol University
Rights Holder(s)
SCOPUS
Bibliographic Citation
5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. (2012)
Suggested Citation
Pongphan Pongpanitanont, Warakorn Charoensuk, Wichian Sittiprapaporn Effect of musical tones in auditory perception analysis using nonlinear model. 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. (2012). doi:10.1109/BMEiCon.2012.6465507 Retrieved from: https://repository.li.mahidol.ac.th/handle/123456789/14127
Research Projects
Organizational Units
Authors
Journal Issue
Thesis
Title
Effect of musical tones in auditory perception analysis using nonlinear model
Other Contributor(s)
Abstract
This paper studies the application of the non-linear model (ANN, ANFIS). ANN and ANFIS were used to fit a Blood-Oxygen Level Dependent (BOLD) signal with design architecture. A model proposes to define region of interest (ROI) in brain fMRI images. The result shows the ANFIS model can be represent to fit the BOLD data better than ANN. Three paradigms were stimulated at difference issue activation in specific parameter (activation time, duration and signal strength). In this case a higher frequency and amplitude paradigm has stimulated on the brain area activation faster and more frequently. ©2012 IEEE.