Modeling neural spiking activity in the sub-thalamic nucleus of Parkinson's patients and healthy primate

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 17, Issue 1 PART 1, 2008, Pages

  Sarma, Sridevi ^a   Cheng, Ming ^a   Hu, Rollin ^a   Williams, Ziv ^a   Brown, Emery ^a   Eskandar, Emad ^a  

^a NONE

Author keywords

Biosignals analysis and interpretation; Model formulation, experiment design; Quantification of physiological parameters for diagnosis and treatment assessment

Indexed keywords

BASAL GANGLIA; BIOSIGNALS ANALYSIS AND INTERPRETATION; DEEP BRAIN STIMULATION; MICROELECTRODE RECORDING; MODEL FORMULATION, EXPERIMENT DESIGN; NEURAL ACTIVITY; NEURONAL ACTIVITIES; PARKINSON'S DISEASE; POINT PROCESS; QUANTIFICATION OF PHYSIOLOGICAL PARAMETERS FOR DIAGNOSIS AND TREATMENT ASSESSMENT;

DIAGNOSIS; EXPERIMENTS; NEURONS;

PHYSIOLOGICAL MODELS;

EID: 79961018673     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20080706-5-KR-1001.0201     Document Type: Conference Paper

References (23)

1. A, Hutchison WD, Saint-Cyr JA, Dostrovsky JO and Lozano AM (2002) Movement-related neurons of the subthalamic nucleus in patients with Parkinson disease. J Neurosurg 97: 1167-1172 (Pubitemid 35253554)
2. Albin RL, Young AB, Penney JB (1989) The functional anatomy of basal ganglia disorders. Trends Neurosci 12:366-375
3. Amirnovin R, Williams ZM, Cosgrove GR & Eskandar EN (2004) Visually guided movements suppress subthalamic oscillations in Parkinson's disease patients. J. Neurosci. 24(50):11302-11306. (Pubitemid 39658265)
4. Amimovin R, Williams ZM, Cosgrove GR, Eskandar EN (2006) Experience with microelectrode guided subthalamic nucleus deep brain stimulation. Neurosurgery. Feb;58(1 Suppl):ONS96-102.
5. Barbieri R, Quirk MC, Frank LM, Wilson MA, and Brown EN (2001). Construction and analysis of non-Poisson stimulus response models of neural spike train activity. J Neurosci Methods 105: 25-37, 2001. (Pubitemid 32106917)
6. Bergman H, Wichman T, Karmon B, DeLong MR (1994) The primate subthalamic nucleus. II. Neuronal activity in the MPTP model of parkinsonism. J Neurophysiol 72:507-520 (Pubitemid 24273560)
7. Brodal Per. (1998) The Central Nervous System: Structure and Function. Oxford Univ. Press, New York.
8. Brown EN, Nguyen DP, Frank LM, Wilson MA, Solo V. (2001) An analysis of neural receptive field dynamics by point process adaptive filtering. Proc Natl Acad Sci USA 98:12261-12266.
9. Brown EN, Barbieri R, Ventura V, Kass RE, and Frank LM. (2002) The time-rescaling theorem and its application to neural spike train data analysis. Neural Comput 14: 325-346.
10. Brown EN, Barbieri R, Eden UT, and Frank LM. (2003) Likelihood methods for neural data analysis. In: Feng J, ed. Computational Neuroscience: A Comprehensive Approach. London: CRC, Chapter 9: 253-286.
11. Brown EN. (2005) Theory of Point Processes for Neural Systems. In: Chow CC, Gutkin B, Hansel D, Meunier C, Dalibard J, eds. Methods and Models in Neurophysics. Paris, Elsevier; Chapter 14, pp. 691-726.
12. Cheng ML, Hadar E, Murrow R. (2006) Active Contact Location of Patients on Minimal or no Medication for Parkinson's Disease after STN DBS placement. ASSFN Abstract, Boston.
13. Cox DR, Isham V. (2000) Point Processes. Boca Raton, FL: CRC.
14. Daley D and Vere-Jones D. (2003) An Introduction to the Theory of Point Process. 2nd ed., Springer-Verlag, New York.
15. Dostrovsky J, Bergman H (2004) Oscillatory activity in the basal ganglia relationship to normal physiology and pathophysiology. Brain 127:721-722. (Pubitemid 38478516)
16. Eden UT, Frank LM, Barbieri R, Solo V, and Brown EN. (2004) Dynamic analysis of neural encoding by point process adaptive filtering. Neural Comput 16: 971-998. (Pubitemid 38483047)
17. Gdowski MJ, Miller LE, Parrish T, Nenonene EK, Houk JC. (2001) Context dependency in the globus pallidus internal segment during targeted arm movements. J Neurophysiol. Feb;85(2):998-1004. (Pubitemid 32147797)
18. Georgopoulos AP, DeLong MR, Crutcher MD (1983) Relations between parameters of step-tracking movements and single cell discharge in the gobus pallidus and subthalamic nucleus of the behaving monkey. J Neurosci 3: 1586-1598.
19. Harris KD, Csicsvari,J, Hirase H, Dragoi G, Buzsaki G. (2003) Organizations of cell assemblies in the hippocampus. Nature, Vol 424, July.
20. Hutchison WD, Dostrovsky JO, Walters JR, Courtemanche R, Boraud T, Goldberg J, and Brown P. (1994). Neuronal Oscillations in the Basal Ganglia and Movement Disorders: Evidence from Whole Animal and Human Recordings. The Journal of Neuroscience. 24(42): 9240-9243.
21. Hutchison WD, Allan RJ, Opitz H, Levy R, Dostrovsky JO, Lang AE, Lozano AM (1998) Neurophysiological identification of the subthalamic nucleus in surgery for Parkinson's disease. Ann Neurol 44(4):622-628 (Pubitemid 28477849)
22. Kass RE and Ventura V. (2001) A spike train probability model. Neural Comput 13: 1713-1720.
23. Levy R, Dostrovsky JO, Lang AE, Sime E, Hutchison WD, and Lozano, AM. (2001) Effects of Apomorphine on Subthalamic Nucleus and Globus Pallidus Internus