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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 4 | Month- April 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

EEG CLASSIFICATION FOR BRAIN SIGNAL DETECTION

  Authors

  Bammidi kishore,  Dr.G.S.S.S.S.V Krishna mohan,  Dharmana pravallika,  Lingam vinay,  Pedada devakinandan

  Keywords

EEG Signal, Artificial neural networks, non subsampled contourlet transform

  Abstract


Nowadays, brain signals are employed in various scientific and practical fields such as Medical Science, Cognitive Science, Neuroscience, and Brain Computer Interfaces. The brain signal analysis is faced with complex challenges including small sample size, high dimensionality and noisy signals. The detection of EEG brain signal in patient to distinguish between normal and abnormal which are tumor and epilepsy, therefore, a very demanding process that requires a detailed analysis of the entire length of the EEG data. This paper describes an automated classification of EEG signals for the detection of normal and abnormal using NSCT and ANN Classifier. Feature extracted from input EEG signals. The performance of the proposed algorithm has been evaluated using in EEG signals. The results showed that the proposed classifier has the ability of classifying EEG signals efficiently.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT22A6726

  Paper ID - 222371

  Page Number(s) - f902-f909

  Pubished in - Volume 10 | Issue 6 | June 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Bammidi kishore,  Dr.G.S.S.S.S.V Krishna mohan,  Dharmana pravallika,  Lingam vinay,  Pedada devakinandan,   "EEG CLASSIFICATION FOR BRAIN SIGNAL DETECTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 6, pp.f902-f909, June 2022, Available at :http://www.ijcrt.org/papers/IJCRT22A6726.pdf

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Call For Paper April 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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