Adaptive threshold spike detection using stationary wavelet transform for neural recording implants

2010 IEEE Biomedical Circuits and Systems Conference, BioCAS 2010

Volumn , Issue , 2010, Pages 9-12

  Yang, Yuning ^a   Kamboh, Awais ^a   Mason, Andrew J ^a  

^a Michigan State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE THRESHOLDS; HARDWARE ARCHITECTURE; NEURAL RECORDINGS; NOISE MONITORING; POWER CONSUMPTION; SIGNAL TO NOISE; SPIKE DETECTION; STATIONARY WAVELET TRANSFORMS; THRESHOLD METHODS;

NOISE POLLUTION; WAVELET TRANSFORMS;

SIGNAL DETECTION;

EID: 79952404951     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOCAS.2010.5709558     Document Type: Conference Paper

References (13)

1. I. Obeid and P. D. Wolf, "Evaluation of spike-detection algorithms for a brain-machine interface application," IEEE Trans. Biomed.. Eng., vol. 51, pp. 905-911, 2004.
2. R. R. Harrison, "A low-power integrated circuit for adaptive detection of action potentials in noisy signals," in IEEE Eng. in Medicine and Biology Conf., pp. 3325-3328, 2003.
3. K. Kim and S. Kim, "Neural spike sorting under nearly 0-dB signal-tonoise ratio using nonlinear energy operator and artificial neural-network classifier," IEEE Trans. Biomed. Eng., vol. 47, pp. 1406-1411, Oct. 2000.
4. B. Gosselin and M. Sawan, "Adaptive detecion of action potentials using ultra low-power CMOS circuits," IEEE Conf. Biomedical Circuits and Systems, 2008, pp 209-212
5. C. Joon Hwan, J. Hae Kyung, and K. Taejeong, "A new action potential detector using the MTEO and its effects on spike sorting systems at low signal-to-noise ratios," IEEE Trans. Biomed. Eng., vol. 53, pp. 738-746, 2006.
6. M. Unser and A. Aldroubi, "A review of wavelets in biomedical application," Proc. IEEE, vol. 84, pp. 626-638, Apr. 1996.
7. R. J. Brychta et al., "Wavelet methods for spike detection in mouse renal sympathetic nerve activity," IEEE Trans. Biomed. Eng., vol. 54,. no. 1, pp. 82-93, Jan. 2007.
8. R. Quian Quiroga, Z. Nadasdy, and Y. Ben-Shaul, "Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering," Neural Comp., vol. 16, no. 8, pp. 1661-1687, Aug. 2004.
9. K. G. Oweiss, "A systems approach for data compression and latency reduction in cortically controlled brain machine interfaces," IEEE Trans. Biomed. Eng., vol. 53, no. 7, pp. 1364-1377, Jul. 2006.
10. C. S. Lee, C. K. Lee and K. Y. Yoo, "New lifting based for undecimated wavelet transform," Electronics Letters, vol. 36, pp. 1894-1895, 2000.
11. A. M. Kamboh, M. Raetz, K. G. Oweiss, A. Mason, "Area-power efficient VLSI implementation of multichannel DWT for data compression in implantable neuroprosthetics," IEEE Trans. Biomed. Circuits and Systems, vol. 1, no. 2, pp. 128-135, Jun. 2007.
12. M. Aghagolzadeh, K. Oweiss, "Compressed and Distributed Sensing of Neuronal Activity for Real Time Spike Train Decoding," IEEE Trans. on Neural Systems and Rehabilitation Engineering, pp. 416-427, APRIL 2009.
13. P. H. Thakur, "Automated optimal detection and classification of neural action potentials in extra-cellular recordings," Journal of Neuroscience Methods, pp 364-376, May 2007.