EEGs Feature Induced by Person’s Information Based on Directed Network
CHANG Wen-wen1,2, WANG Hong1, HUA Cheng-cheng1, WANG Qiao-xiu1
1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, China; 2. Center for Neuroprosthetics, Ecole Polytechnique Federale de Lausanne, Lausanne 1015, Switzerland.
CHANG Wen-wen, WANG Hong, HUA Cheng-cheng, WANG Qiao-xiu. EEGs Feature Induced by Person’s Information Based on Directed Network[J]. Journal of Northeastern University Natural Science, 2019, 40(1): 1-6.
[1]Meijer E H,Sulders F T Y,Merckelbach H L G J,et al.The P300 is sensitive to concealed face recognition [J].International Journal of Psychophysiology,2007,66(3):231-237. [2]Gonzalez I Q,Leon M A,Belin P,et al.Person identification through faces and voices:an ERP study [J].Brain Research,2011,1407(3):13-26. [3]Rosenfeld J P,Soskins M,Bosh G.Simple,effective countermeasures to P300-based tests of detection of concealed information [J].Psychophysiology,2004,41(2):205-219. [4]Wang H,Chang W,Zhang C.Functional brain network and multichannel analysis for the P300-based brain computer interface system of lying detection [J].Expert Systems with Application,2016,53(1):117-128. [5]Sun D,Chang C,Lee T M.Identification and classification of facial familiarity in directed lying:an ERP study [J].PloS One,2012,7(2):31250. [6]Rodriguez Y S,Fuster J I,Leon M A B.Covert and overt face processing in healthy subjects:an ERP study [J].International Journal of Bioelectromagnetism,2008,10(4):246-260. [7]Tanaka J W,Curran T,Porterfiled A L,et al.Activation of preexisting and acquired face representations:the N250 event-related potential as an index of face familiarity [J].Journal of Cognitive Neuroscience,2006,18(9):1488-1497. [8]常文文,王宏.基于听觉ERP功能脑网络特征和SVM的测谎方法研究[J].电子学报,2016,44(7):1757-1762.(Chang Wen-wen,Wang Hong.Study on lie detection method based on auditory ERP functional brain network characteristic and SVM [J]. Acta Electronica Sinica,2016,44(7):1757-1762.) [9]高军峰,王沛,郑崇勋.基于P300和机器学习的测谎方法研究[J].西安交通大学学报,2010,44(10):120-124.(Gao Jun-feng,Wang Pei,Zheng Chong-xun.Lie detection method based on P300 and machine learning[J]. Journal of Xi’an Jiaotong University,2010,44(10):120-124.) [10]梁夏,王金辉,贺永.人脑连接组研究:脑结构网络和脑功能网络[J].科学通报,2010,55(16):1565-1583.(Liang Xia,Wang Jin-hui,He Yong.Human connectome:structure and functional brain networks[J].Chinese Science Bulletin,2010,55(16):1565-1583.) [11]van Diessen E,Numan T,van Dellen E,et al.Opportunities and methodological challenges in EEG and MEG resting state functional brain network research [J].Clinical Neurophysiology,2015,126(8):1468-1481. [12]Lobier M,Siebenhuhner F,Palva S,et al.Phase transfer entropy:a novel phase-based measure for directed connectivity in networks coupled by oscillatory interactions [J].NeuroImage,2014,85(2):853-872.