Literature DB >> 8258452

Optimal detection, classification, and superposition resolution in neural waveform recordings.

I N Bankman1, K O Johnson, W Schneider.   

Abstract

The effects of noise autocorrelation on neural waveform recognition (detection, classification, and superposition resolution) are investigated in this study using microelectrode recordings from the cortex of a monkey. Optimal waveform recognition is accomplished by passing the data through a whitening filter before matched filtering for detection or template matching for classification and superposition resolution. Template matching without whitening requires about 40% higher signal-to-noise ratio than template matching with whitening for comparable classification and superposition resolution. The comparable difference for detection is 15%.

Mesh:

Year:  1993        PMID: 8258452     DOI: 10.1109/10.238472

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  17 in total

1.  Subcortical neuronal ensembles: an analysis of motor task association, tremor, oscillations, and synchrony in human patients.

Authors:  Timothy L Hanson; Andrew M Fuller; Mikhail A Lebedev; Dennis A Turner; Miguel A L Nicolelis
Journal:  J Neurosci       Date:  2012-06-20       Impact factor: 6.167

2.  Vocal premotor activity in the superior colliculus.

Authors:  Shiva R Sinha; Cynthia F Moss
Journal:  J Neurosci       Date:  2007-01-03       Impact factor: 6.167

3.  Spike sorting based on multi-class support vector machine with superposition resolution.

Authors:  Weidong Ding; Jingqi Yuan
Journal:  Med Biol Eng Comput       Date:  2007-09-15       Impact factor: 2.602

4.  Oscillatory coupling of hippocampal pyramidal cells and interneurons in the behaving Rat.

Authors:  J Csicsvari; H Hirase; A Czurkó; A Mamiya; G Buzsáki
Journal:  J Neurosci       Date:  1999-01-01       Impact factor: 6.167

5.  Spike sorting by stochastic simulation.

Authors:  Di Ge; Eric Le Carpentier; Jérôme Idier; Dario Farina
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2011-02-10       Impact factor: 3.802

6.  Pre-Bout Neural Activity Changes in Premotor Nucleus HVC Correlate with Successful Initiation of Learned Song Sequence.

Authors:  Raghav Rajan
Journal:  J Neurosci       Date:  2018-05-31       Impact factor: 6.167

Review 7.  The extraction of neural strategies from the surface EMG: an update.

Authors:  Dario Farina; Roberto Merletti; Roger M Enoka
Journal:  J Appl Physiol (1985)       Date:  2014-10-02

8.  Development and validation of a spike detection and classification algorithm aimed at implementation on hardware devices.

Authors:  E Biffi; D Ghezzi; A Pedrocchi; G Ferrigno
Journal:  Comput Intell Neurosci       Date:  2010-03-14

9.  Novel use of matched filtering for synaptic event detection and extraction.

Authors:  Yulin Shi; Zoran Nenadic; Xiangmin Xu
Journal:  PLoS One       Date:  2010-11-24       Impact factor: 3.240

10.  Optimizing the automatic selection of spike detection thresholds using a multiple of the noise level.

Authors:  Michael Rizk; Patrick D Wolf
Journal:  Med Biol Eng Comput       Date:  2009-02-10       Impact factor: 2.602

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