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2008 Second International Conference on Future Generation Communication and Networking
Neuronal Spike Sorting Based on 2-Stage RBF Networks
December 13-December 15
ISBN: 978-0-7695-3431-2
| ASCII Text | x | ||
| Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Yi Yu, Xiaoxiang Zheng, "Neuronal Spike Sorting Based on 2-Stage RBF Networks," Future Generation Communication and Networking, vol. 3, pp. 47-50, 2008 Second International Conference on Future Generation Communication and Networking, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/FGCN.2008.183, author = {Jianhua Dai and Xiaochun Liu and Shaomin Zhang and Huaijian Zhang and Yi Yu and Xiaoxiang Zheng}, title = {Neuronal Spike Sorting Based on 2-Stage RBF Networks}, journal ={Future Generation Communication and Networking}, volume = {3}, year = {2008}, isbn = {978-0-7695-3431-2}, pages = {47-50}, doi = {http://doi.ieeecomputersociety.org/10.1109/FGCN.2008.183}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Future Generation Communication and Networking TI - Neuronal Spike Sorting Based on 2-Stage RBF Networks SN - 978-0-7695-3431-2 SP47 EP50 A1 - Jianhua Dai, A1 - Xiaochun Liu, A1 - Shaomin Zhang, A1 - Huaijian Zhang, A1 - Yi Yu, A1 - Xiaoxiang Zheng, PY - 2008 KW - Spike sorting KW - Neural action potential KW - RBF VL - 3 JA - Future Generation Communication and Networking ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/FGCN.2008.183
In this paper, 2-stage Radial Basis Function (RBF) Network method is used for neural spike sorting. Firstly, raw signals are obtained from Neural Signal Simulator, and added white noise ranged from -10dBto -40dB. Secondly, spikes are detected out with matched filter from signals. Lastly, 2-stage RBF networks are constructed and the spikes are sorted using RBF networks. The experiments show that 2-stage RBF network is an effective tool for neural spike sorting.
Index Terms:
Spike sorting, Neural action potential, RBF
Citation:
Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Yi Yu, Xiaoxiang Zheng, "Neuronal Spike Sorting Based on 2-Stage RBF Networks," fgcn, vol. 3, pp.47-50, 2008 Second International Conference on Future Generation Communication and Networking, 2008
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