Automatic target localization using microelectrode recordings

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 1, Issue , 2002, Pages 42-43

  Santiago, R A ^a   McNames, J ^b   Falkenberg, H ^b   Burchiel, K ^c  

^a PORTLAND STATE UNIVERSITY   (United States)

^b Portland State University   (United States)

^c OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

Deep brain stimulation; Microelectrode recording; Movement disorders; Parkinson's disease; Spike source identification; Support vector machines

Indexed keywords

BIOELECTRIC POTENTIALS; BRAIN; COMPUTER SIMULATION; DECISION SUPPORT SYSTEMS; DISEASES; FEATURE EXTRACTION; FUNCTIONAL NEURAL STIMULATION; MICROELECTRODES; NEUROSURGERY; TIME DOMAIN ANALYSIS;

AUTOMATIC TARGET LOCALIZATION; DEEP BRAIN STIMULATION; GLOBUS PALLIDUS EXTERNUS; GLOBUS PALLIDUS INTERNUS; MICROELECTRODE RECORDING; MOVEMENT DISORDERS; PARKINSON DISESEAS; SPIKE SOURCE IDENTIFICATION; STEREOTACTIC NEUROSURGERY; SUPPORT VECTOR MACHINES;

ALGORITHMS;

EID: 0036912401     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. S.M. Goldman and C. Tanner, "Etiology of Parkinson's Disease" in Parkinson's Disease and Movement Disorders, J. Jankovic and E. Tolosa, Eds. Baltimore: Williams and Wilkins, 1998, pp. 133-175.
2. J. Favre, J.M. Taha, T. Baumann, and K.J. Burchiel, "Computer analysis of the tonic, phasic, and kinesthetic activity of pallidal discharges in Parkinson patients," Surg Neurol, vol. 51, pp. 665-73, 1999.
3. P.A. Starr, J.L. Vitek, and R.A.E. Bakay, "Ablative surgery and deep brain stimulation for Parkinson's disease," Neurosurgery, vol. 43, no. 5, November 1998.
4. C. Koch, Biophysics of Computation: Information Processing in Single Neurons, New York:Oxford University Press, 1999.
5. V. N. Vapnik, Statistical Learning Theory, New York: John Wiley & Sons, 1998.
6. The MATLAB software and documentation is available at http://eewww.eng.ohio-state.edu/~maj/ous_svm/.