LiveZilla Live Chat Software
Warning STRICT ERROR REPORTING IS ON
Effective extraction of visual event-related pattern by combining template matching with ensemble empirical mode decomposition

Effective extraction of visual event-related pattern by combining template matching with ensemble empirical mode decomposition

Starting at: Rs.5,500.00

5500 reward points

Effective extraction of visual event-related pattern by combining template matching with ensemble empirical mode decomposition

In the field of signal processing, it is always a major challenge to extract event based weak or low signal in the presence of high background noise. Conventionally, this is achieved by trigger based averaging, which suppresses un-correlated background noise and un masks the event related pattern. In some of the previous works, extraction of weak event related pattern is also achieved by decomposing the signal into a set of predefined basis functions such as wavelets. Wepresent here, a novel approach by combining template matchingwith the Ensemble Empirical Mode Decomposition (EEMD).The EEMD technique is applied to decompose the noisy data corresponding to single-trial event related potentials into the so-called intrinsic mode functions (IMFs). These functions are of the same length and in the same time domain as the original signal. Therefore, the EEMD technique preserves varying frequency content along the time axis. The effective extraction of the event-related pattern proposed in this paper relies on elimination of IMFs which capture the features corresponding to artifacts and brain signals, based on cross-correlation with a suitable template extracted from the evoked potential obtained by the conventional unrestricted averaging across a large number of trials. We illustrate the method and compare it with conventionally used single channel wavelet based approach for denoising visual evoked potentials during the measurement of visual evoked Electroencephalogram (EEG) response


 


ClickMyProject Specifications
 
 
Including Packages
 
Specialization
 
  * Supporting Softwares   * 24/7 Support
  * Complete Source Code   * Ticketing System
  * Complete Documentation   * Voice Conference
  * Complete Presentation Slides   * Video On Demand *
  * Flow Diagram   * Remote Connectivity *
  * Database File   * Code Customization **
  * Screenshots   * Document Customization **
  * Execution Procedure   * Live Chat Support
  * Readme File   * Toll Free Support *
  * Addons    
  * Video Tutorials    
       
 

*- PremiumSupport Service (Based on Service Hours) ** - Premium Development Service (Based on Requirements)


Add to Cart:

  • Model: PROJ7708
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

Please Choose:

Downloadable







This product was added to our catalog on Thursday 10 August, 2017.

  0