Use of an experimentally derived leadfield in the peripheral nerve pathway discrimination problem

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 19, Issue 2, 2011, Pages 147-156

  Zariffa, José ^a,b,c   Nagai, Mary K ^a,b   Schuettler, Martin ^d   Stieglitz, Thomas ^d   Daskalakis, Zafiris J ^c   Popovic, Milos R ^a,b,c  

^a UNIVERSITY OF TORONTO   (Canada)

^b TORONTO REHABILITATION INSTITUTE   (Canada)

^c UNIVERSITY OF TORONTO   (Canada)

^d UNIVERSITY OF FREIBURG   (Germany)

Author keywords

Experimental leadfield; multi contact cuff electrode; nerve cuff selectivity; pathway discrimination; peripheral nerve interface; rat sciatic nerve

Indexed keywords

EXPERIMENTAL LEADFIELD; MULTI-CONTACT; NERVE CUFF SELECTIVITY; PATHWAY DISCRIMINATION; PERIPHERAL NERVE INTERFACE; RAT SCIATIC NERVE;

INVERSE PROBLEMS;

INTERFACES (COMPUTER);

ANIMAL; ARTICLE; ARTIFICIAL INTELLIGENCE; BIOLOGICAL MODEL; ELECTRODE; ELECTRODIAGNOSIS; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; HINDLIMB; LONG EVANS RAT; MALE; METHODOLOGY; NERVE TRACT; PERIPHERAL NERVE; PERONEUS NERVE; PHYSIOLOGY; PROSTHESES AND ORTHOSES; PROSTHESIS; RAT; SCIATIC NERVE; SURAL NERVE; TIBIAL NERVE; UNCERTAINTY;

ANIMALS; ARTIFICIAL INTELLIGENCE; ELECTRODES, IMPLANTED; ELECTRODIAGNOSIS; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGICAL PHENOMENA; HINDLIMB; MALE; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; PERIPHERAL NERVES; PERONEAL NERVE; PROSTHESES AND IMPLANTS; PROSTHESIS DESIGN; RATS; RATS, LONG-EVANS; SCIATIC NERVE; SURAL NERVE; TIBIAL NERVE; UNCERTAINTY;

EID: 79954452614     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2010.2091429     Document Type: Article

References (41)

1. M. Hansen, M. K. Haugland, and T. Sinkjaer, "Evaluating robustness of gait event detection based on machine learning and natural sensors," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 12, no. 1, pp. 81-88, Mar. 2004. (Pubitemid 38332785)
2. A. Inmann and M. Haugland, "Functional evaluation of natural sensory feedback incorporated in a hand grasp neuroprosthesis," Med. Eng. Phys., vol. 26, no. 6, pp. 439-447, Jul. 2004. (Pubitemid 38952758)
3. G. A. Kurstjens, A. Borau, A. Rodriguez, N. J. Rijkhoff, and T. Sinkjaer, "Intraoperative recording of electroneurographic signals from cuff electrodes on extradural sacral roots in spinal cord injured patients," J. Urology, vol. 174, no. 4, pt. 1, pp. 1482-1487, Oct. 2005. (Pubitemid 41318770)
4. G. S. Dhillon, S. M. Lawrence, D. T. Hutchinson, and K. W. Horch, "Residual function in peripheral nerve stumps of amputees: Implications for neural control of artificial limbs," J. Hand Surg., vol. 29, no. 4, pp. 605-615, Jul. 2004, discussion 616-8. (Pubitemid 38916703)
5. S. Micera, X. Navarro, J. Carpaneto, L. Citi, O. Tonet, P. M. Rossini, M. C. Carrozza, K. P. Hoffmann, M. Vivo, K. Yoshida, and P. Dario, "On the use of longitudinal intrafascicular peripheral interfaces for the control of cybernetic hand prostheses in amputees," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 16, no. 5, pp. 453-472, Oct. 2008.
6. S. M. Lawrence, G. S. Dhillon, and K. W. Horch, "Fabrication and characteristics of an implantable, polymer-based, intrafascicular electrode," J. Neurosci. Meth., vol. 131, no. 1-2, pp. 9-26, Dec. 30, 2003. (Pubitemid 37492994)
7. S. M. Lawrence, G. S. Dhillon, W. Jensen, K. Yoshida, and K. W. Horch, "Acute peripheral nerve recording characteristics of polymerbased longitudinal intrafascicular electrodes," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 12, no. 3, pp. 345-348, Sep. 2004. (Pubitemid 39223616)
8. A. Branner, R. B. Stein, and R. A. Normann, "Selective stimulation of cat sciatic nerve using an array of varying-length microelectrodes," J. Neurophys., vol. 85, no. 4, pp. 1585-1594, Apr. 2001. (Pubitemid 32280599)
9. A. Branner, R. B. Stein, E. Fernandez, Y. Aoyagi, and R. A. Normann, "Long-term stimulation and recording with a penetrating microelectrode array in cat sciatic nerve," IEEE Trans. Biomed. Eng., vol. 51, no. 1, pp. 146-157, Jan. 2004. (Pubitemid 38009972)
10. J. Taylor, N. Donaldson, and J.Winter, "Multiple-electrode nerve cuffs for low-velocity and velocity-selective neural recording," Med. Biol. Eng. Comput., vol. 42, no. 5, pp. 634-643, Sep. 2004. (Pubitemid 39386944)
11. R. Rieger, J. Taylor, E. Comi, N. Donaldson, M. Russold, C. M. Mahony, J. A. McLaughlin, E. McAdams, A. Demosthenous, and J. C. Jarvis, "Experimental determination of compound action potential direction and propagation velocity from multi-electrode nerve cuffs," Med. Eng. Phys., vol. 26, no. 6, pp. 531-534, Jul. 2004. (Pubitemid 38952767)
12. R. Rieger, M. Schuettler, D. Pal, C. Clarke, P. Langlois, J. Taylor, and N. Donaldson, "Very low-noise ENG amplifier system using CMOS technology," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 14, no. 4, pp. 427-437, Dec. 2006. (Pubitemid 46110473)
13. B. K. Lichtenberg and C. J. De Luca, "Distinguishability of functionally distinct evoked neuroelectric signals on the surface of a nerve," IEEE Trans. Biomed. Eng., vol. 26, no. 4, pp. 228-237, Apr. 1979. (Pubitemid 9169478)
14. J. J. Struijk, M. K. Haugland, and M. Thomsen, "Fascicle selective recording with a nerve cuff electrode," in Proc. 18th Ann. Int. Conf. IEEE EMBS, Amsterdam, The Netherlands, 31 Oct.-3 Nov. 1996, pp. 361-362.
15. M. Sahin and D. M. Durand, "Selective recording with a multi-contact nerve cuff electrode," in Proc. 18th Ann. Int. Conf. IEEE EMBS, Amsterdam, The Netherlands, 1996, pp. 369-370.
16. P. R. Christensen, Y. Chen, K. D. Strange, K.Yoshida, and J. A. Hoffer, "Multi-channel recordings from peripheral nerves: 4. Evaluation of selectivity using mechanical stimulation of individual digits," in Proc. 2nd Ann. Conf. IFESS, Burnaby, BC, Canada, 1997.
17. P. B. Yoo and D. M. Durand, "Selective recording of the canine hypoglossal nerve using a multicontact flat interface nerve electrode," IEEE Trans. Biomed. Eng., vol. 52, no. 8, pp. 1461-1469, Aug. 2005. (Pubitemid 41169540)
18. W. Tesfayesus and D. M. Durand, "Blind source separation of peripheral nerve recordings," J. Neural Eng., vol. 4, no. 3, pp. S157-S167, Sep. 2007.
19. H. S. Cheng, M. S. Ju, and C. C. Lin, "Estimation of peroneal and tibial afferent activity from a multichannel cuff placed on the sciatic nerve," Muscle Nerve, vol. 32, no. 5, pp. 589-599, Nov. 2005.
20. J. Rozman, B. Zorko, and M. Bunc, "Selective recording of electroneurograms from the sciatic nerve of a dog with multi-electrode spiral cuffs," Jpn. J. Physiol., vol. 50, no. 5, pp. 509-514, Oct. 2000. (Pubitemid 32010151)
21. T. Stieglitz, M. Schuettler, and K. P. Koch, "Implantable biomedical microsystems for neural prostheses," IEEE Eng. Med. Biol. Mag., vol. 24, no. 5, pp. 58-65, Sept.-Oct. 2005. (Pubitemid 41633413)
22. J. Zariffa and M. R. Popovic, "Application of EEG source localization algorithms to the monitoring of active pathways in peripheral nerves," in Proc. IEEE EMBS 30th Ann. Int. Conf., Vancouver, BC, Canada, Aug. 21-24, 2008, pp. 4216-4219.
23. J. Zariffa and M. R. Popovic, "Localization of active pathways in peripheral nerves: A simulation study," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 17, no. 1, pp. 53-62, Feb. 2009.
24. M. Schuettler, I. F. Triantis, B. Rubehn, and T. Stieglitz, "Matrix cuff electrodes for fibre and fascicle selective peripheral nerve recording and stimulation," presented at the 12th Ann. Conf. IFESS, Philadelphia, PA, 2007.
25. J. Zariffa,M. K. Nagai, Z. J. Daskalakis, and M. R. Popovic, "Bioelectric source localization in the rat sciatic nerve: Initial assessment using an idealized nerve model," in IFMBE Proc. 25/IXWorld Congress Med. Phys. Biomed. Eng.,Munich, Germany, Sep. 7-12, 2009, pp. 138-141.
26. B. Wodlinger and D. M. Durand, "In vivo localization of fascicular activity," in Proc. 31st Ann. Int. Conf. IEEE EMBS, 2009, vol. 1, pp. 2940-2942.
27. B.Wodlinger and D. M. Durand, "Localization and recovery of peripheral neural sources with beamforming algorithms," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 17, no. 5, pp. 461-468, Oct. 2009.
28. J. U. Meyer, T. Stieglitz, O. Scholz, W. Haberer, and H. Buetel, "High density interconnects and flexible hybrid assemblies for active biomedical implants," IEEE Trans. Adv. Packag., vol. 24, no. 3, pp. 366-375, Aug. 2001.
29. H. Schmalbruch, "Fiber composition of the rat sciatic nerve," Anat. Rec., vol. 215, no. 1, pp. 71-81, May 1986. (Pubitemid 16051562)
30. R. D. Pascual-Marqui, "Reviewof methods for solving the EEG inverse problem," IJBEM, vol. 1, no. 1, pp. 75-86, 1999.
31. C. M. Michel, M. M. Murray, G. Lantz, S. Gonzalez, L. Spinelli, and R. Grave de Peralta, "EEG source imaging," Clin. Neurophysiol., vol. 115, no. 10, pp. 2195-2222, Oct. 2004. (Pubitemid 39200787)
32. A. N. Tikhonov and V. Y. Arsenin, Solutions of Ill-Posed Problems. New York: Winston, 1977.
33. P. C. Hansen, "Analysis of discrete ill-posed problems by means of the L-curve," SIAM Rev., vol. 34, pp. 561-580, 1992.
34. R. D. Pascual-Marqui, "Standardized low-resolution brain electromagnetic tomography (sLORETA): Technical details," Methods Find. Exp. Clin. Pharmacol., vol. 24, pp. 5-12, 2002. (Pubitemid 35462350)
35. I. F. Gorodnitsky, J. S. George, and B. D. Rao, "Neuromagnetic source imaging with FOCUSS: A recursive weighted minimum norm algorithm," Electroencephalogr. Clin. Neurophysiol., vol. 95, no. 4, pp. 231-251, Oct. 1995.
36. X. Navarro, E. Valderrama, T. Stieglitz, and M. Schuttler, "Selective fascicular stimulation of the rat sciatic nerve with multipolar polyimide cuff electrodes," Restor. Neurol. Neurosci., vol. 18, pp. 9-21, 2001. (Pubitemid 32881790)
37. W. M. Grill and J. T. Mortimer, "Quantification of recruitment properties of multiple contact cuff electrodes," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 4, no. 2, pp. 49-62, Jun. 1996. (Pubitemid 26201282)
38. D. J. Tyler and D. M. Durand, "Functionally selective peripheral nerve stimulation with a flat interface nerve electrode," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 10, no. 4, pp. 294-303, Dec. 2002. (Pubitemid 36210939)
39. E. R. Kandel and J. H. Schwartz, Principles of Neural Science. New York: McGraw-Hill, 2000.
40. J. J. Struijk, "The extracellular potential of a myelinated nerve fiber in an unbounded medium and in nerve cuff models," Biophys. J., vol. 72, no. 6, pp. 2457-2469, Jun. 1997. (Pubitemid 27227582)
41. J. H. Meier, W. L. C. Rutten, and H. B. K. Boom, "Extracellular potentials from active myelinated fibers inside insulated and noninsulated peripheral nerve," IEEE Trans. Biomed. Eng., vol. 45, no. 9, pp. 1146-1154, Sep. 1998.