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Research about the Tuning Characteristics of Response Based on the Intrinsic Mode Functions of Local Field Potential
Department of Electrical Engineering, Zhengzhou University, Zhengzhou 450001, China
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Abstract  Local field potential (LFP) reflects the response of the neuron clusters in the local area of cerebral cortex under visual stimulation. Extracting response characteristics of LFP accurately is of great importance to the analysis of visual information processing mechanism. Here, HilbertHuang transform which has adaptive characteristics was adopted according to the nonstationary of LFP, and the tuning characteristics of the stimulate raster spatial frequency response in V1 area of the rat based on the intrinsic mode components of LFP was studied, and Multiunit activity(MUA) and Gammaband extracted with wavelet decomposition were compared. Results showed that the second intrinsic mode function of LFP was the strongest on the tuning characteristics of stimulate raster spatial frequency, and the average of tuning index (0.795 1) was greater than MUA (0.631 3) and wavelet decomposition (0.664 6), and its consistency rate with MUA was 68.75%. Therefore, the proposed method in feature extraction of response band has more advantages.
Key wordslocal field potential      Hilbert-Huang transform      intrinsic mode functions      tuning characteristics     
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Articles by authors
WAN Hong*ZHANG Xiao Na LIU Xin Yu LI Xiao Yan
Cite this article:   
WAN Hong*ZHANG Xiao Na LIU Xin Yu LI Xiao Yan. Research about the Tuning Characteristics of Response Based on the Intrinsic Mode Functions of Local Field Potential[J]. journal1, 2013, 32(3): 292-298.
URL:  
http://cjbme.csbme.org/EN/10.3969/j.issn.0258-8021.2013.03.06     OR     http://cjbme.csbme.org/EN/Y2013/V32/I3/292
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