TY - GEN
T1 - Spike feature extraction using informative samples
AU - Yang, Zhi
AU - Zhao, Qi
AU - Liu, Wentai
PY - 2009/12/1
Y1 - 2009/12/1
N2 - This paper presents a spike feature extraction algorithm that targets real-time spike sorting and facilitates miniaturized microchip implementation. The proposed algorithm has been evaluated on synthesized waveforms and experimentally recorded sequences. When compared with many spike sorting approaches our algorithm demonstrates improved speed, accuracy and allows unsupervised execution. A preliminary hardware implementation has been realized using an integrated microchip interfaced with a personal computer.
AB - This paper presents a spike feature extraction algorithm that targets real-time spike sorting and facilitates miniaturized microchip implementation. The proposed algorithm has been evaluated on synthesized waveforms and experimentally recorded sequences. When compared with many spike sorting approaches our algorithm demonstrates improved speed, accuracy and allows unsupervised execution. A preliminary hardware implementation has been realized using an integrated microchip interfaced with a personal computer.
UR - http://www.scopus.com/inward/record.url?scp=84863338350&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84863338350&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84863338350
SN - 9781605609492
T3 - Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference
SP - 1865
EP - 1872
BT - Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference
T2 - 22nd Annual Conference on Neural Information Processing Systems, NIPS 2008
Y2 - 8 December 2008 through 11 December 2008
ER -