Author(s): P. Grace Kanmani Prince, Rani Hemamalini, U. Anitha, J. Premalatha, K. Sudheera

Email(s): coggrace05@gmail.com

DOI: 10.5958/0974-360X.2017.00613.8   

Address: P. Grace Kanmani Prince1, Rani Hemamalini2, U. Anitha1, J. Premalatha1, K. Sudheera1
1Sathyabama University, Rajiv Gandhi Road, Chennai 600118.
2St. Peters College of Engineering and Technology, Avadi, Chennai 600054
*Corresponding Author

Published In:   Volume - 10,      Issue - 10,     Year - 2017


ABSTRACT:
Epileptic seizure can be detected by many ways but EEG signal prove to be the most important marker. Since EEG signal requires a strenuous effort to go through pages of recorded signal. Automatic seizure detection can be done by extracting features from the EEG signals and then feeding them to the supervised learning algorithms for classification and prediction. In this paper the features that are chosen are mean, standard deviation, skewness, kurtosis, interquartile range and mean absolute deviation. A comparative study of SVM and GRNN are done in this work and GRNN proves to be accurate for seizure detection applications.


Cite this article:
P. Grace Kanmani Prince, Rani Hemamalini, U. Anitha, J. Premalatha, K. Sudheera. Detection of seizure using EEG Signals by Supervised Learning Algorithms. Research J. Pharm. and Tech 2017; 10(10):3443-3448. doi: 10.5958/0974-360X.2017.00613.8


Recomonded Articles:

Author(s): Meenakshi K, Safa M, Karthick T, Sivaranjani N

DOI: 10.5958/0974-360X.2017.00253.0         Access: Open Access Read More

Author(s): Krishnendu Acharya*, Somanjana Khatua, Salman Sahid

DOI: Not Available         Access: Open Access Read More

Author(s): Anupama Deepak, Saravana Kumar

DOI: 10.5958/0974-360X.2016.00264.X         Access: Open Access Read More

Author(s): Keerthana B, M.S. Thenmozhi

DOI: 10.5958/0974-360X.2016.00373.5         Access: Open Access Read More

Author(s): K. Gnanaprakash, K.B. Chandhra Shekhar, C. Madhu Sudhana Chetty

DOI: Not Available         Access: Open Access Read More

Author(s): Loveleen Preet Kaur, Rajeev Garg, GD Gupta

DOI: Not Available         Access: Open Access Read More

Author(s): Mahadeva Rao U.S., Suganya M. Utharkar, C. Shanmuga Sundaram

DOI: 10.5958/0974-360X.2015.00307.8         Access: Open Access Read More

Author(s): Vijayalakshmi. S , Disalva. X, Chittaranjan Srivastava, Arun A

DOI: 10.5958/0974-360X.2019.00520.1         Access: Open Access Read More

Author(s): Shailju G. Gurunani, Manjusha P. Yeole, Yogesh N. Gholse, Chaple D.R

DOI: 10.5958/0974-360X.2015.00115.8         Access: Open Access Read More

Author(s): A. Shreya Svitlana

DOI: 10.5958/0974-360X.2016.00243.2         Access: Open Access Read More

Author(s): R. Pandian , Lalitha Kumari

DOI: 10.5958/0974-360X.2016.00471.6         Access: Open Access Read More

Author(s): Ashika Rachael Samuel, Giffrina Jeyaraj

DOI: 10.5958/0974-360X.2015.00210.3         Access: Open Access Read More

Author(s): Soumya Khare, Amit Alexander, Ajazuddin, Nisha Amit

DOI: Not Available         Access: Open Access Read More

Author(s): Saravanan R.*, Senthilkumar K., Dhachinamoorthi D., Heena Neha S.D., Benarjee K., Narendra K., Prudhvi Ch

DOI: Not Available         Access: Open Access Read More

Author(s): Asija Rajesh, Patel Pinkesh, Asija Sangeeta

DOI: Not Available         Access: Open Access Read More

Author(s): Thamarai1, Nivetha2, P.M. Durai Raj Vincent3, S.S. Manivannan4;

DOI: 10.5958/0974-360X.2018.00179.8         Access: Open Access Read More

Author(s): A Pavan Kumar, J Satyanaryana, V Sai Kishore, TE Gopala Krishna Murthy

DOI: Not Available         Access: Open Access Read More

Research Journal of Pharmacy and Technology (RJPT) is an international, peer-reviewed, multidisciplinary journal.... Read more >>>

RNI: CHHENG00387/33/1/2008-TC                     
DOI: 10.5958/0974-360X 

0.38
2018CiteScore
 
56th percentile
Powered by  Scopus


SCImago Journal & Country Rank


Recent Articles




Tags