Inferring the stability of LIFE through brain-machine interfaces

Jack DiGiovanna; Luca Citi; Ken Yoshida; Jacopo Carpaneto; Jose C. Principe; Justin C. Sanchez; Silvestra Micera

doi:10.1109/iembs.2008.4649584

Inferring the stability of LIFE through brain-machine interfaces

Jack DiGiovanna, Luca Citi, Ken Yoshida, Jacopo Carpaneto, Jose C. Principe, Justin C. Sanchez, Silvestra Micera

Biomedical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Abstract

We examine neural signals from Longitudinally implanted Intra-Fascicular Electrodes (LIFE) in a chronic, rabbit model. Translation-invariant wavelet de-noising methods are used to improve SNR. Then traditional template-based spike sorting is applied to discriminate single units. We investigate the effect of discriminating between identified units on Brain Machine Interface (BMI) decoding performance. We infer the stability of LIFE based on decoding performance with and without current BMI methods to counter-act electrode neural signal degradation.

Original language	English (US)
Title of host publication	Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08
Publisher	IEEE Computer Society
Pages	2008-2011
Number of pages	4
ISBN (Print)	9781424418152
DOIs	https://doi.org/10.1109/iembs.2008.4649584
State	Published - Jan 1 2008
Event	30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Vancouver, BC, Canada Duration: Aug 20 2008 → Aug 25 2008

Publication series

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

Other

Other	30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08
Country	Canada
City	Vancouver, BC
Period	8/20/08 → 8/25/08

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Signal Processing
Biomedical Engineering
Health Informatics

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DiGiovanna, J., Citi, L., Yoshida, K., Carpaneto, J., Principe, J. C., Sanchez, J. C., & Micera, S. (2008). Inferring the stability of LIFE through brain-machine interfaces. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 (pp. 2008-2011). [4649584] (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"). IEEE Computer Society. https://doi.org/10.1109/iembs.2008.4649584

Inferring the stability of LIFE through brain-machine interfaces. / DiGiovanna, Jack; Citi, Luca; Yoshida, Ken; Carpaneto, Jacopo; Principe, Jose C.; Sanchez, Justin C.; Micera, Silvestra.

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, 2008. p. 2008-2011 4649584 (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

DiGiovanna, J, Citi, L, Yoshida, K, Carpaneto, J, Principe, JC, Sanchez, JC & Micera, S 2008, Inferring the stability of LIFE through brain-machine interfaces. in Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08., 4649584, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", IEEE Computer Society, pp. 2008-2011, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08, Vancouver, BC, Canada, 8/20/08. https://doi.org/10.1109/iembs.2008.4649584

DiGiovanna J, Citi L, Yoshida K, Carpaneto J, Principe JC, Sanchez JC et al. Inferring the stability of LIFE through brain-machine interfaces. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society. 2008. p. 2008-2011. 4649584. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"). https://doi.org/10.1109/iembs.2008.4649584

DiGiovanna, Jack ; Citi, Luca ; Yoshida, Ken ; Carpaneto, Jacopo ; Principe, Jose C. ; Sanchez, Justin C. ; Micera, Silvestra. / 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. IEEE Computer Society, 2008. pp. 2008-2011 (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

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