Title :
Phase Synchrony Measurement of ERP Based on Complex Wavelet During Visual-Audio Multisensory Integration
Author :
Peng Jing ; Tian Yin ; Yang Bo
Author_Institution :
Key Lab. for Neuroinformation of Minist. of Educ., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, we employ the measurement of phase synchrony to investigate the activities of multisensory integration during cognitive process. This approach is illustrated by exploiting a complex Morlet wavelet to quantify the frequency-specific synchronization (i.e., transient phase-locking value, PLV) between two neuroelectric signals at a predefined frequency range. The motivation for its development is to be able to investigate the role of neural synchronies as a putative mechanism for neural integration during cognitive tasks. Unlike the more traditional method of spectral coherence, PLV separates the phase and amplitude components and can be directly interpreted in the framework of neural integration. We apply PLV to investigate electrode recordings from subjects performing a visual and auditory discrimination task. We find different synchronies in brain regions between unisensory and multisensory stimuli conditions. We argue that phase synchrony effects do reflect cognitive processing. Obtaining results indicate a possible relevance of this method based on Morlet wavelet in the context of cognitive science as well as in other fields.
Keywords :
bioelectric potentials; biomedical electrodes; biomedical measurement; brain; cognitive systems; medical disorders; medical signal processing; neurophysiology; Morlet wavelet; amplitude components; auditory discrimination task; brain regions; cognitive processing; cognitive tasks; complex Morlet wavelet; complex wavelet; electrode recordings; frequency-specific synchronization; multisensory stimuli conditions; neural synchronies; neuroelectric signals; phase components; phase synchrony measurement; putative mechanism; spectral coherence; traditional method; unisensory stimuli conditions; visual discrimination task; visual-audio multisensory integration; Electrodes; Electroencephalography; Phase measurement; Synchronization; Time frequency analysis; Visualization; Wavelet transforms; Cognitive process; Morlet wavelet; Multisensory; Phase synchronization;
Conference_Titel :
Industrial Control and Electronics Engineering (ICICEE), 2012 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4673-1450-3
DOI :
10.1109/ICICEE.2012.354