Literature DB >> 10396903

Subspace regularization method for the single-trial estimation of evoked potentials.

P A Karjalainen1, J P Kaipio, A S Koistinen, M Vauhkonen.   

Abstract

A method for the single-trial estimation of the evoked potentials is proposed. The method is based on the so-called subspace regularization approach in which the second-order statistics of the set of the measurements is used to form a prior information model for the evoked potentials. The method is closely related to the Bayesian estimation. The performance of the proposed method is evaluated using realistic simulations. As a specific application the method is applied to the estimation of the target responses in the P300 test.

Mesh:

Year:  1999        PMID: 10396903     DOI: 10.1109/10.771195

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


  6 in total

1.  Neural mechanisms of movement speed and tau as revealed by magnetoencephalography.

Authors:  Heng-Ru May Tan; Arthur C Leuthold; David N Lee; Joshua K Lynch; Apostolos P Georgopoulos
Journal:  Exp Brain Res       Date:  2009-05-08       Impact factor: 1.972

2.  Tikhonov regularized solutions for improvement of signal-to-noise ratio in case of auditory-evoked potentials.

Authors:  Serap Aydin
Journal:  Med Biol Eng Comput       Date:  2008-08-21       Impact factor: 2.602

3.  An EEG Classification-Based Method for Single-Trial N170 Latency Detection and Estimation.

Authors:  Siyuan Zang; Xiaojun Ding; Meihong Wu; Changle Zhou
Journal:  Comput Math Methods Med       Date:  2022-02-18       Impact factor: 2.238

4.  Improving the efficacy of ERP-based BCIs using different modalities of covert visuospatial attention and a genetic algorithm-based classifier.

Authors:  Mauro Marchetti; Francesco Onorati; Matteo Matteucci; Luca Mainardi; Francesco Piccione; Stefano Silvoni; Konstantinos Priftis
Journal:  PLoS One       Date:  2013-01-14       Impact factor: 3.240

5.  Enhanced detection of visual-evoked potentials in brain-computer interface using genetic algorithm and cyclostationary analysis.

Authors:  Cota Navin Gupta; Ramaswamy Palaniappan
Journal:  Comput Intell Neurosci       Date:  2007

6.  A subspace method for dynamical estimation of evoked potentials.

Authors:  Stefanos D Georgiadis; Perttu O Ranta-aho; Mika P Tarvainen; Pasi A Karjalainen
Journal:  Comput Intell Neurosci       Date:  2007
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.