Inferring the stability of LIFE through brain-machine interfaces

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 2008-2011

  DiGiovanna, Jack ^a   Citi, Luca ^b   Yoshida, Ken ^c   Carpaneto, Jacopo ^b   Principe, Jose C ^d   Sanchez, Justin C ^e   Micera, Silvestra ^b,f  

^a J Crayton Pruitt Family Department of Biomedical Engineering   (United States)

^b SCUOLA SUPERIORE SANT ANNA   (Italy)

^c Indiana University Purdue University Indianapolis   (United States)

^d UNIVERSITY OF FLORIDA   (United States)

^e UNIVERSITY OF FLORIDA COLLEGE OF MEDICINE   (United States)

^f ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

DECODING; ELECTRODES;

BRAIN MACHINE INTERFACE; DECODING PERFORMANCE; NEURAL SIGNALS; RABBIT MODELS; SPIKE-SORTING; TEMPLATE-BASED; TRANSLATION INVARIANT WAVELETS;

BRAIN COMPUTER INTERFACE;

EID: 61849146428     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4649584     Document Type: Conference Paper

References (20)

1. S. Micera, M. C. Carrozza, L. Beccai, F. Vecchi, and P. Dario, "Hybrid bionic systems for the replacement of hand function," Proceedings of the IEEE, vol. 94, pp. 1752-1763, 2006.
2. A. Schwartz, Cui, XT, Weber, DJ, Moran, DW, "Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics," Neuron, vol. 52, pp. 205-220, 2006.
3. E. C. Leuthardt, G. Schalk, D. Moran, and J. G. Ojemann, "The emerging world of motor neuroprosthetics: A neurosurgical perspective," Neurosurgery, vol. 59, pp. 1-13, Jul 2006.
4. J. C. Sanchez and J. C. Principe, Brain Machine Interface Engineering: Morgan and Claypool, 2007.
5. W. J. Freeman, "Origin, structure, and role of background EEG activity. Part 3. Neural frame classification," Clin. Neurophysioi, vol. 116, pp. 1118-1129, 2005.
6. M. A. L. Nicolelis, et al., "Chronic, multi-site, multi-electrode recordings in macaque monkeys," Proc. Natl. Acad. Sci. U.S.A., vol. 100, pp. 11041-11046, 2003.
7. X. Navarro, et al., "A critical review of interfaces with the peripheral nervous system for the control of neuroprostheses and hybrid bionic systems," J. Peripheral Nervous System, vol. 10, pp. 229-258, 2006.
8. M. S. Lewicki, "A review of methods for spike sorting: the detection and classification of neural action potentials," Network: Computation in Neural Systems, vol. 9, 1998.
9. L R. Hochberg, et al., "Neuronal ensemble control of prosthetic devices by a human with tetraplegia," Nature, vol. 442, pp. 164-171, 2006.
10. N. Lago, K. Yoshida, K. P. Koch, and X. Navarro, "Assesment of Biocompatibility of Chronically Implated Polyimide and Platinum Intrafascicular Electrodes," IEEE Trans. Biomed. Eng., vol. 54, pp. 281-291, 2007.
11. J. DiGiovanna, J. C. Sanchez, and J. C. Principe, "Improved Linear BMI Systems via Population Averaging," in IEEE EMBS, New York, 2006.
12. J. C. Sanchez, J. C. Principe, and P. R. Carney, "Is Neuron Discrimination Preprocessing Necessary for Linear and Nonlinear Brain Machine Interface Models," in 11th International Conference on Human-Computer Interaction, Las Vegas, Nevada, 2005.
13. L. Citi, et al., "On the use of wavelet denoising and spike sorting techniques to process ENG signals recorded using intra-neural electrodes," Journal of Neuroscience Methods, 2008.
14. W. Jensen and K. Yoshida, "Long-Term Recording Properties of Longitudinal Intra-Fascicular Electrodes," in 7th Annual International Conference of the International Functional Electrical Stimulation Society (IFESS), Ljubljana, Slovenia, 2002.
15. A. Diedrich, W. Charoensuk, R. K. Brychta, A. C Ertl, and R. Shiavi, "Analysis of raw microneurographic recordings based on wavelet denoising technique and classification algorithm: Wavelet analysis in microneurography, " IEEE Trans. Biomed. Eng., vol. 50, 2003.
16. K. Yoshida and R. B. Stein, "Characterization of signals and noise rejection with bipolar longitudinal intrafascicular electrodes," IEEE Trans. Biomed. Eng., vol. 46, pp. 226-235, 1999.
17. R. R. Coifman and D. L. Donoho, "Translation-invariant de-noising," in Wavelets and Statistics: Springer Verlag, 1995, pp. 125-150.
18. A. Guyton, and Hall, JE, Textbook of medical physiology, 10th ed. Philadelphia: W. B. Saunders Company, 2001.
19. S. Haykin, Adaptive filter theory, 3rd ed. Upper Saddle River, NJ: Prentice-Hall International, 1996.
20. J. C. Principe, B. De Vries, and P. G. Oliveira, "The gamma filter - a new class of adaptive IIR filters with restricted feedback," IEEE Trans. Signal Processing, vol. 41, pp. 649-656, 1993.