UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 3 Issue 4
April-2016
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1604033


Registration ID:
160117

Page Number

157-159

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Title

Implementation of Single Channel EEG Based Brain Computer Interface

Abstract

Brain Computer Interface (BCI) is a device that enables use of brain’s neural activity to communicate with others or other machines without direct physical contact. Brain Computer interface was initially used to help people affected by motor neuron diseases. BCI is accomplished through Electroencephalography (EEG) that measures the electrical activity produced by the neurons in the brain. The existing BCI solutions are really expensive and complex so we wanted to find a way to build a simple and cost effective BCI. A single channel EEG acquisition system was designed and implemented on few healthy subjects. We used Support Vector Machine algorithm to train and classify the signals obtained from the subjects and obtained an accuracy of 70%.

Key Words

Electroencephalography, BCI, Support Vector Machine, Arduino, Python, Fast Fourier Transform

Cite This Article

"Implementation of Single Channel EEG Based Brain Computer Interface", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.3, Issue 4, page no.157-159, April-2016, Available :http://www.jetir.org/papers/JETIR1604033.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Implementation of Single Channel EEG Based Brain Computer Interface", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.3, Issue 4, page no. pp157-159, April-2016, Available at : http://www.jetir.org/papers/JETIR1604033.pdf

Publication Details

Published Paper ID: JETIR1604033
Registration ID: 160117
Published In: Volume 3 | Issue 4 | Year April-2016
DOI (Digital Object Identifier):
Page No: 157-159
Country: Bangalore, Karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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