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A multimodal approach to analysis of steady state visually evoked potentials

หน่วยงาน Nanyang Technological University, Singapore

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ชื่อเรื่อง : A multimodal approach to analysis of steady state visually evoked potentials
นักวิจัย : Vij, Nikhil , Zuobin, Wu , Bjornsdotter, Malin , Dauwels, Justin , Vialatte, François-Benoît
คำค้น : DRNTU::Engineering::Electrical and electronic engineering
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2556
อ้างอิง : Vij, N., Wu, Z., Bjornsdotter, M., Dauwels, J., & Vialatte, F.-B. (2013). A multimodal approach to analysis of steady state visually evoked potentials. 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 183-188. , http://hdl.handle.net/10220/17967 , http://dx.doi.org/10.1109/CIBCB.2013.6595406
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Steady state visually evoked potentials (SSVEPs), recorded from the central nervous system of humans using electroencephalography (EEG) in response to visual stimuli, have recently gained attention in cognitive and clinical neuroscience [1]. Here, we fuse EEG SSVEPs with recordings from functional magnetic resonance imaging data (fMRI) utilizing the millisecond temporal resolution of the former and the excellent spatial resolution of the latter. In particular, we propose a spatio-frequency EEG/fMRI fusion framework to recover the frequency content from the EEG and spatial information from the fMRI to enhance our understanding of SSVEPs. Notably, we consider fused analysis of fMRI and EEG data collected independently. We demonstrate that the proposed approach is a practical data-driven method to achieve spatio-frequency fusion of EEG and fMRI SSVEP responses.

บรรณานุกรม :
Vij, Nikhil , Zuobin, Wu , Bjornsdotter, Malin , Dauwels, Justin , Vialatte, François-Benoît . (2556). A multimodal approach to analysis of steady state visually evoked potentials.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Vij, Nikhil , Zuobin, Wu , Bjornsdotter, Malin , Dauwels, Justin , Vialatte, François-Benoît . 2556. "A multimodal approach to analysis of steady state visually evoked potentials".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Vij, Nikhil , Zuobin, Wu , Bjornsdotter, Malin , Dauwels, Justin , Vialatte, François-Benoît . "A multimodal approach to analysis of steady state visually evoked potentials."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2556. Print.
Vij, Nikhil , Zuobin, Wu , Bjornsdotter, Malin , Dauwels, Justin , Vialatte, François-Benoît . A multimodal approach to analysis of steady state visually evoked potentials. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2556.