Blind source separation of neural recordings and control signals

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

Volumn , Issue , 2006, Pages 731-734

  Tesfayesus, Wondimeneh ^b   Durand, Dominique M ^a,b,c  

^a IEEE   (United States)

^b Case Western Reserve University   (United States)

^c Department of Biomedical Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FASCICULAR NEURAL ACTIVITY; MULTI-CONTACT ELECTRODE; NEURAL SIGNALS;

ELECTRODES; FINITE ELEMENT METHOD; INDEPENDENT COMPONENT ANALYSIS; NEUROLOGY; PROSTHETICS;

BLIND SOURCE SEPARATION;

ACTION POTENTIAL; ALGORITHM; ANIMAL; ARTICLE; AUTOMATED PATTERN RECOGNITION; DOG; ELECTRODIAGNOSIS; HYPOGLOSSAL NERVE; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; DOGS; ELECTRODIAGNOSIS; HYPOGLOSSAL NERVE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34047163579     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260400     Document Type: Conference Paper

References (16)

1. G.S. Brindley, "Emptying the Bladder by Stimulating Sacral Ventral Roots" J. Physiol, vol. 237, pp.15P 16P, 1974
2. Branner et al. "Long-term stimulation and recording with a penetrating microelectrode array in cat sciatic nerve" IEEE Trans Biomed Eng. 2004 Jan;51(1):146-57.
3. Branner & Normann, "A multielectrode array for intrafascicular recording and stimulation in sciatic nerve of cats". Brain Res Bull. 2000 Mar 1;51(4):293-306.
4. J-F. Cardoso "Blind Signal Separation: Statistical Principles" Proceedings Of The IEEE, vol. 86, No. 10, October 1998
5. A.F. DiMarco et al., "Phrenic Nerve Pacing in a Tetraplegic Patient via Intramuscular Diaphragm Electrodes," Am J Respir Crit Care Mod, vol. 166, pp. 1604-6, 2002.
6. W.W.L. Glenn & M.L. Phelps, "Diaphragm Pacing by Electrical Stimulation of the Phrenic Nerve," Neurosurg, vol. 17, pp. 974-984, 1985.
7. W.M. Grill et al. "Bladder and Urethral Pressures Evoked by Microstimulation of the Sacral Spinal Cord in Cats" Brain Res, vol. 836, pp. 19-30, 1999.
8. M. L. Hines & N. T. Carnevale, "The NEURON simulation environment," Neural Comput., vol. 9, pp. 1179-1209, 1997.
9. J.A. Hoffer et al. "Multi-channel recordings from peripheral nerves: 1. Properties of multi-contact cuff (MCC) and longitidunal intra-fascicular electrode (LIFE) arrays implanted in cat forelimb nerves," in Proc. IFESS/EMBS Annu. Int. Conf., 1996
10. A. Hyvarinen "Fast ICA by a fixed-point algorithm that maximizes non-Gaussianity" Chap 2, Independent Component Analysis, Stephen Roberts, editor; 2001
11. C.J. James & C.W. Hesse, "Independent Component Analysis for Biomedical Signals", Physiological Measurement, vol. 26, R15-R39, 2005.
12. S. Jezernik & Thomas Sinkjaer "On statistical Properties of whole nerve cuff recordings"IEEE TBME, Vol.46, No. 10, October 1999
13. A. Oliven et al., "Upper Airway Response to Electrical Stimulation of the Genioglossus in Obstructive Sleep Apnea," J Appl Physiol, vol. 95, pp.2023-9, 2003.
14. P.H. Peckham & J.T. Mortimer, "Restoration of hand function in the quadriplegic through electrical stimulation," in Functional Electrical Stimulation: Applications in Neural Prostheses, F.T. Hambrecht & J.B. Reswick, Eds. New York: Marcel Dekker, 1977, pp. 83-95.
15. J. Rozman et. Al., "Selective Recording of Electroneurograms from the Sciatic Nerve of a Dog with Multi-Electrode Spiral Cuffs," Jap Jour of Phys, 50, 509-514, 2000.
16. R. B. Stein, et. al. "Principles Underlying New Methods for Chronic Neural Recording." Le Journal Canadien Des Sciences Neurologiques,. 235-244, 1975.