Literature DB >> 19340555

Spike sorting by a minimax reduced feature set based on finite differences.

Chien-Chang Yen1, Wei-Chang Shann, Chen-Tung Yen, Meng-Li Tsai.   

Abstract

Spikes are classified according to their finite differences in various orders. The fundamental idea that makes it work is that finite differences can extract and isolate features from spikes. This method showed better sorting quality and involved less labor than the methods of principal component analysis, original reduced feature set, and wavelet-based spike classifiers.

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Year:  2008        PMID: 19340555     DOI: 10.1007/s12576-008-0010-x

Source DB:  PubMed          Journal:  J Physiol Sci        ISSN: 1880-6546            Impact factor:   2.781


  6 in total

1.  Detection and sorting of neural spikes using wavelet packets.

Authors:  E Hulata; R Segev; Y Shapira; M Benveniste; E Ben-Jacob
Journal:  Phys Rev Lett       Date:  2000-11-20       Impact factor: 9.161

2.  Spike sorting based on discrete wavelet transform coefficients.

Authors:  J C Letelier; P P Weber
Journal:  J Neurosci Methods       Date:  2000-09-15       Impact factor: 2.390

3.  Unsupervised waveform classification for multi-neuron recordings: a real-time, software-based system. I. Algorithms and implementation.

Authors:  M Salganicoff; M Sarna; L Sax; G L Gerstein
Journal:  J Neurosci Methods       Date:  1988-10       Impact factor: 2.390

4.  Real-time classification of multiunit neural signals using reduced feature sets.

Authors:  G J Dinning; A C Sanderson
Journal:  IEEE Trans Biomed Eng       Date:  1981-12       Impact factor: 4.538

5.  Stimulus dependent neural correlations in the auditory midbrain of the grassfrog (Rana temporaria L.).

Authors:  J J Eggermont; W J Epping; A M Aertsen
Journal:  Biol Cybern       Date:  1983       Impact factor: 2.086

6.  Differential morphine effects on short- and long-latency laser-evoked cortical responses in the rat.

Authors:  Meng-Li Tsai; Chung-Chih Kuo; Wei-Zen Sun; Chen-Tung Yen
Journal:  Pain       Date:  2004-08       Impact factor: 6.961

  6 in total

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