Notice Board: Call for Paper Vol. 8 Issue 3      Submission Start Date: March 31, 2021      Acceptence Notification Start: April 12, 2021      Submission End: April 18, 2021      Final MenuScript Due: April 22, 2021      Publication Date: April 30, 2021






Volume 7 Issue 12

Author Name
Abhilash Lilhore, Prof. Jitendra Mishra
Year Of Publication
2020
Volume and Issue
Volume 7 Issue 12
Abstract
The biomedical play significant role in critical disease detection and prediction. The motor imagery-based EEG classification is the approach to detection some serious disease related to human nervous system. The motor imagery EEG signal data recoded with brain computer interface. The brain computer interface system equipped with electrode and sensors. The recoded signals of nervous system is very complex and high dimension. The complexity of dimension and structure of data face a problem of classification and detection. This paper presents the review of transform based methods of feature extraction of motor imagery classification.
PaperID
2020/07/IJMERT/12/479

Author Name
Abhilash Lilhore, Jitendra Mishra
Year Of Publication
2020
Volume and Issue
Volume 7 Issue 12
Abstract
This paper proposed the neural network-based classification algorithms for the prediction of EEG signals bands. The neural network algorithm is a variant of a multilayer neural network for the extraction of features used discrete wavelet transform function. The discrete wavelet transform function decomposed the electroencephalogram signal in different sub-bands for the processing. The represent bands into varied frequency range. The proposed algorithms are simulated in MATLAB software and used the standard dataset of BCI competition-IV dataset for the analysis of performance. The proposed algorithm compares with machine learning classifiers for disease detection. The performance of the proposed algorithms improved the efficiency of the brain-computer interface system.
PaperID
2020/07/IJMERT/12/480



Notice Board :

Call for Paper
Vol. 8 Issue 3

Submission Start Date:
March 31, 2021

Acceptence Notification Start:
April 12, 2021

Submission End:
April 18, 2021

Final MenuScript Due:
April 22, 2021

Publication Date:
April 30, 2021