Artifacts Removal Schemes Using Wavelet Transforms in Brain Computer Interface
Abstract
Keywords
Full Text:
PDFReferences
Yijun Wang, Xiaorong Gao, Bo Hond, Chujan Jia and Shangkai Gao, “Brain-Computer Interfaces Based on Visual Evoked Potentials, Feasibility of Practical System Design”, IEEE Engineering in Medicine and Biology, Vol.27, 2006, pp.64-69.
K.E. Misluis, “Sphelmann’s Evoked Potential Primer: Visual, Auditory and Somatosensory Evoked Potentials in clinical Diagnosis” Butterworth –Heinemann, Oxford, UK. 1994.
H. Poor, An Introduction to Signal Detection and Estimation. New York: Springer-Verlag, 1985, ch. 4.
C.T. Handy, Event-Related Potentials: A Methods Handbook, MIT Press, Cambridge, Mass, USA 2005.
L.A. Farwell and E. Donchin, “ Talking off the top of your head: towards a mental prosthesis utilizing event-realted brain potentials”, Electroencephalography and clinical Neurophysiology, vol.70,no..6, 1988, pp.510-523.
E.Donching, W.Ritter and C. McCallum, “Cognitive psychophysiology: the endogenous components of the ERP”, Brain Event-Related Potentials and Cognition, M.D. Rugg and M.G.H.Coles, Eds., Oxford University Press, NY, USA, 1978. pp.1-26.
E.Donchin K.M. Spencer amd R.Wijesinghe,” The mental prosthesis: assessing the speed of P300 based brain computer interface”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol.8, 2000, pp.174-179.
C.D. Woody, “ Characterization of an adaptive filter for the characterization of variable latency neuroelectric signals”, Medical and Biological Engineering and computing, vol.42, No.6. 1977, pp.539-553
D.G.Watsell,” Statistical detection of individual evoked responses: An evaluation of Woody’s adaptive filter”, Electroencephalography and clinical Neuro physiology, Vol.42, No.6, 1977, pp.835-839.
S.Makeig, M.Westerfield, T.P.Jung, et.al, “ Functionality independent components of the late positive event-related potential during visual spatial attention”, Journal of Neuroscience, Vol.19, No.7, 1999, pp.2655-2680.
M.Drozd, P.Husur, A. Nowakowski and G. Henning, “ Detecting Evoked Potentials with SVD and ICA based statistical model”, IEEE Engineering in Medicine and Biology Magazine, Vol..13, 2003, pp.89-98.
H.Serby, E.Yom-Tov and G.R. Inbar, “ An improved P300 based brain-computer interface”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol.13, 2005. No.1. pp.89-98.
F.Rojas, C.G. Puntonet, M. Rodriguez-Alvarez, I. Rojas and R.Martin-Clemente, “ Blind Source Separation in post-nonlinear mixtures using competitive learning, simulated annealing and genetic algorithm”, IEEE Transactions on systems, Man and Cybernetics, Vol.34, No.1, 2004, pp.83-94.
P.Sharmilakannan and R.Palaniappan, “ EEG artifact reduction in VEP using 2-stage PCA and NA analysis of alcoholics”, Proceedings of the 3rd International Conference on Intelligent Sensing and Information Processing(ICISIP’05), 2005, pp.1-7.
J.A. McEwen and G.B. Anderson, “ Modeling the stationarity and gaussianity of spontaneous electroencephalographic activity”, IEEE transactions on Biomedical Engineering, 1975. Vol.22, No.5.
C.S. Burrus , R.A. Gopinath and H.Guo, “ Introduction to Wavelets and Wavelet transforms”, Prentice-Hall, 1988.
The Single Training Sample Extraction of VEP based on Wavelet Transform, Lie Fang, Fan Zhi-gang, “FBIE2008”, 2008,pp.37-40
Application of Wavelet Transform in Single Training trial example, extraction of VEP, “ ETT & GRS”, 2008, pp.77-80.
Li Zhao Hui, Shen, Yan Bian Longteng, “ Application of Wavelet Packet Techniques in BCI”, ICIS 2009”,2009,pp.43-46
Mohd.Zuki Yosff, Nidal Kamal, “ A Time Domain Subspace Techniques for Estimating Visual Evoked Potential Latencies”, IJCNS”, 2010, Vol.10.No.1, pp.61-67.
Refbacks
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution 3.0 License.