Spike sorting of muscle spindle afferent nerve activity recorded with thin-film intrafascicular electrodes

Computational Intelligence and Neuroscience

Volumn 2010, Issue , 2010, Pages

  Djilas, Milan ^a   Azevedo Coste, Christine ^b   Guiraud, David ^b   Yoshida, Ken ^c,d  

^a INSTITUT DE LA VISION   (France)

^b LIRMM   (France)

^c Indiana University Purdue University Indianapolis   (United States)

^d AALBORG UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ANIMAL; ARTICLE; BIOLOGICAL MODEL; ELECTRODE; INNERVATION; MUSCLE SPINDLE; PHYSIOLOGY; RABBIT; RECEIVER OPERATING CHARACTERISTIC; SENSORY NERVE CELL; SIGNAL PROCESSING; SKELETAL MUSCLE; STATISTICAL MODEL; TIME;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; ELECTRODES; LINEAR MODELS; MODELS, BIOLOGICAL; MUSCLE SPINDLES; MUSCLE, SKELETAL; NEURONS, AFFERENT; RABBITS; ROC CURVE; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 77951459404     PISSN: 16875265     EISSN: 16875273     Source Type: Journal    
DOI: 10.1155/2010/836346     Document Type: Article

References (48)

1. Haugland M. K., Hoffer J. A., Slip information provided by nerve cuff signals: application in closed-loop control of functional electrical stimulation IEEE Transactions on Rehabilitation Engineering 1994 2 1 29 36
2. Hoffer J. A., Stein R. B., Haugland M. K., Neural signals for command control and feedback in functional neuromuscular stimulation: a review Journal of Rehabilitation Research and Development 1996 33 2 145 157 (Pubitemid 26137772)
3. Sinkjr T., Integrating sensory nerve signal into neural prosthesis devices Neuromodulation 2000 3 1 35 41
4. Strange K. D., Hoffer J. A., Restoration of use of paralyzed limb muscles using sensory nerve signals for state control of FES-assisted walking IEEE Transactions on Rehabilitation Engineering 1999 7 3 289 300
5. Kandel E. R., Schwartz J. H., Jessell T. M., Principles of Neural Science 2000 4th Boston, Mass, USA McGraw-Hill
6. Yoshida K., Horch K., Closed-loop control of ankle position using muscle afferent feedback with functional neuromuscular stimulation IEEE Transactions on Biomedical Engineering 1996 43 2 167 176 (Pubitemid 26055576)
7. Mortimer J. T., Brooks V. B., Motor prostheses Handbook of Physiology: The Nervous System 1981 Bethesda, Md, USA American Physiological Society
8. Jensen W., Sinkjr T., Sepulveda F., Improving signal reliability for on-line joint angle estimation from nerve cuff recordings of muscle afferents IEEE Transactions on Neural Systems and Rehabilitation Engineering 2002 10 3 133 139 (Pubitemid 35462925)
9. Micera S., Jensen W., Sepulveda F., Riso R. R., Sinkjr T., Neuro-fuzzy extraction of angular information from muscle afferents for ankle control during standing in paraplegic subjects: an animal model IEEE Transactions on Biomedical Engineering 2001 48 7 787 794 (Pubitemid 32574938)
10. Riso R. R., Mosallaie F. K., Jensen W., Sinkjr T., Nerve cuff recordings of muscle afferent activity from tibial and peroneal nerves in rabbit during passive ankle motion IEEE Transactions on Rehabilitation Engineering 2000 8 2 244 258 (Pubitemid 30437024)
11. Upshaw B., Sinkjr T., Digital signal processing algorithms for the detection of afferent nerve activity recorded from cuff electrodes IEEE Transactions on Rehabilitation Engineering 1998 6 2 172 181 (Pubitemid 28268641)
12. Chemineau E., Schnabel V., Yoshida K., A modeling study of the recording selectivity of longitudinal intrafascicular electrodes Proceedings of the 9th Annual Conference of the International FES Society 2004 Bournemouth, UK
13. Goodall E. V., Horch K. W., Separation of action potentials in multiunit intrafascicular recordings IEEE Transactions on Biomedical Engineering 1992 39 3 289 295
14. Goodall E. V., Horch K. W., McNaughton T. G., Lybbert C. M., Analysis of single-unit firing patterns in multi-unit intrafascicular recordings Medical and Biological Engineering and Computing 1993 31 3 257 267
15. Malmstrom J. A., McNaughton T. G., Horch K. W., Recording properties and biocompatibility of chronically implanted polymer-based intrafascicular electrodes Annals of Biomedical Engineering 1998 26 6 1055 1064 (Pubitemid 128608937)
16. Yoshida K., Stein R. B., Characterization of signals and noise rejection with bipolar longitudinal intrafascicular electrodes IEEE Transactions on Biomedical Engineering 1999 46 2 226 234 (Pubitemid 29058928)
17. Stieglitz T., Schuettler M., Koch K. P., Implantable biomedical microsystems for neural prostheses IEEE Engineering in Medicine and Biology Magazine 2005 24 5 58 65 (Pubitemid 41633413)
18. Djilas M., Azevedo-Coste C., Guiraud D., Yoshida K., Interpretation of muscle spindle afferent nerve response to passive muscle stretch recorded with thin-film longitudinal intrafascicular electrodes IEEE Transactions on Neural Systems and Rehabilitation Engineering 2009 17 5 445 453
19. Azevedo C., Yoshida K., Towards a model-based estimator of muscle length and force using muscle afferent signals for real time FES control 1 Proceedings of the International Conference on Computer as a Tool (EUROCON 05) November 2005 Belgrade, Serbia 44 47
20. Djilas M., Azevedo-Coste C., Guiraud D., Yoshida K., Interpretation of muscle spindle afferent nerve response to passive muscle stretch recorded with thin-film longitudinal intrafascicular electrodes IEEE Transactions on Neural Systems and Rehabilitation Engineering 2009 17 5 445 453
21. Lewicki M. S., A review of methods for spike sorting: the detection and classification of neural action potentials Network 1998 9 4 R53 R78
22. Donoho D. L., De-noising by soft-thresholding IEEE Transactions on Information Theory 1995 41 3 613 627
23. Diedrich A., Charoensuk W., Brychta R. J., Ertl A. C., Shiavi R., Analysis of raw microneurographic recordings based on wavelet de-noising technique and classification algorithm: wavelet analysis in microneurography IEEE Transactions on Biomedical Engineering 2003 50 1 41 50 (Pubitemid 36227937)
24. Citi L., Carpaneto J., Yoshida K., On the use of wavelet denoising and spike sorting techniques to process electroneurographic signals recorded using intraneural electrodes Journal of Neuroscience Methods 2008 172 2 294 302
25. Coifman R. R., Donoho D. L., Translation-Invariant De-Noising 1995 Yale University and Stanford University
26. Kim K. H., Kim S. J., A wavelet-based method for action potential detection from extracellular neural signal recording with low signal-to-noise ratio IEEE Transactions on Biomedical Engineering 2003 50 8 999 1011 (Pubitemid 36917439)
27. Misiti M., Misiti Y., Oppenheim G., Poggi J.-M., Wavelets and Their Applications 2007 1st ISTE
28. Bourien J., Ruel J., Senhadji L., Puel J. L., Comparison of three spike detectors dedicated to single unit action potentials of the auditory nerve Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2007 Lyon, France 1430 1433
29. Goodall E. V., Horch K. W., Identification of single units in multi-unit recordings from peripheral nerves Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society 1988 1166 1167
30. Schmidt E. M., Computer separation of multi-unit neuroelectric data: a review Journal of Neuroscience Methods 1984 12 2 95 111 (Pubitemid 15199476)
31. Glaser E. M., Separation of neuronal activity by waveform analysis Advances in Biomedical Engineering 1971 1 New York, NY, USA Academic Press 77 136
32. Glaser E. M., Marks W. B., On-line separation of interleaved neuronal pulse sequences Data Acquisitiona and Processing in Biology and Medicine 1968 5 137 156
33. McNaughton T. G., Horch K. W., Action potential classification with dual channel intrafascicular electrodes IEEE Transactions on Biomedical Engineering 1994 41 6 609 616
34. Mirfakhraei K., Horch K., Classification of action potentials in multi-unit intrafascicular recordings using neural network pattern-recognition techniques IEEE Transactions on Biomedical Engineering 1994 41 1 89 90
35. Mirfakhraei K., Horch K., Recognition of temporally changing action potentials in multiunit neural recordings IEEE Transactions on Biomedical Engineering 1997 44 2 123 131
36. McNaughton B. L., OKeefe J., Barnes C. A., The stereotrode: a new technique for simultaneous isolation of several single units in the central nervous system for multiple unit records Journal of Neuroscience Methods 1983 8 4 391 397
37. Pages B., Proske U., Effect of halothane anesthesia on responses from primary endings of muscle spindles in the cat Experimental Neurology 1970 28 3 393 402
38. Sherrington C. S., Hering E. H., On reciprocal innervation of antagonist muscles. Fourth note Proceedings of the Royal Society of London B 1897-1898 62 183 187
39. Wei J. Y., Simon J., Randic M., Burgess P. R., Joint angle signaling by muscle spindle receptors Brain Research 1986 370 1 108 118
40. Goodwin G. M., Mccloskey D. I., Matthews P. B. C., Proprioceptive illusions induced by muscle vibration: contribution by muscle spindles to perception? Science 1972 175 4028 1382 1384
41. Jansen J. K., Matthews P. B., The central control of the dynamic response of muscle spindle receptors The Journal of Physiology 1962 161 357 378
42. Kralj A. R., Bajd T., Functional Electrical Stimulation: Standing and Walking after Spinal Cord Injury 1989 1st Boca Raton, Fla, USA CRC
43. Demura S., Kitabayashi T., Comparison of power spectrum characteristics of body sway during a static upright standing posture in healthy elderly people and young adults Perceptual and Motor Skills 2006 102 2 467 476
44. Yoneda S., Tokumasu K., Frequency analysis of body sway in the upright posture. Statistical study in cases of peripheral vestibular disease Acta Oto-Laryngologica 1986 102 1-2 87 92
45. Olgun D. O., Lara F. B., Chapa S. O. M., Adaptive notch filter for EEG signals based on the LMS algorithm with variable step-size parameter Proceedings of the 39th International Conference on Information Sciences and Systems 2005 Baltimore, Md, USA
46. von Brcke E. T., Early M., Forbes A., Recovery of responsiveness in motor and sensory fibers during the relative refractory period Journal of Neurophysiology 1941 4 80 91
47. Matthews P. B., Stein R. B., The sensitivity of muscle spindle afferents to small sinusoidal changes of length Journal of Physiology 1969 200 3 723 743
48. Djilas M., Yoshida K., Kurstjens M., Azevedo-Coste C., Improving the signal-to-noise ratio in recordings with thin-film longitudinal intrafascicular electrodes using shielding cuffs Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering 2007 Cohala Coast, Hawaii, USA