Understanding meditation through neural computing approach

Meditation is considered to be an altered state of consciousness associated with heightened cognitive functions and transcendental experiences [1]. The neural dynamics in meditative states needs to be explored and an objective analysis of such states is required in order to achieve best result in th...

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Bibliographic Details
Main Authors:	Abdul Rahman, Abdul Wahab, Abdul Majid, Hariyati Shahrima
Format:	Monograph
Language:	English
Published:	[s.n] 2012
Subjects:	BF Psychology QA75 Electronic computers. Computer science
Online Access:	http://irep.iium.edu.my/31152/ http://irep.iium.edu.my/31152/1/FULL_REPORT_EDWB.pdf

id	iium-31152
recordtype	eprints
spelling	iium-311522013-09-17T08:56:45Z http://irep.iium.edu.my/31152/ Understanding meditation through neural computing approach Abdul Rahman, Abdul Wahab Abdul Majid, Hariyati Shahrima BF Psychology QA75 Electronic computers. Computer science Meditation is considered to be an altered state of consciousness associated with heightened cognitive functions and transcendental experiences [1]. The neural dynamics in meditative states needs to be explored and an objective analysis of such states is required in order to achieve best result in this study. In this paper we do brain signal detection by using Bimec EEG to 20 subjects. EEG is the recording of electrical activity in the brain. The activity is recorded by placing electrodes on the skull over electrically active tissue and measuring the voltage across these electrodes. The area of interest will be the wave signals of the neurons. We use the kernel density estimation (KDE) as tools to extract features. Then, we use these features to recognize the emotion of the driver by using multi layer perceptron (MLP) as classifier. This research and investigation will eventually detect whether each subject reach the level of expected emotions which is calmness during meditation (Zikrullah) [s.n] 2012-05-16 Monograph NonPeerReviewed application/pdf en http://irep.iium.edu.my/31152/1/FULL_REPORT_EDWB.pdf Abdul Rahman, Abdul Wahab and Abdul Majid, Hariyati Shahrima (2012) Understanding meditation through neural computing approach. Research Report. [s.n]. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	BF Psychology QA75 Electronic computers. Computer science
spellingShingle	BF Psychology QA75 Electronic computers. Computer science Abdul Rahman, Abdul Wahab Abdul Majid, Hariyati Shahrima Understanding meditation through neural computing approach
description	Meditation is considered to be an altered state of consciousness associated with heightened cognitive functions and transcendental experiences [1]. The neural dynamics in meditative states needs to be explored and an objective analysis of such states is required in order to achieve best result in this study. In this paper we do brain signal detection by using Bimec EEG to 20 subjects. EEG is the recording of electrical activity in the brain. The activity is recorded by placing electrodes on the skull over electrically active tissue and measuring the voltage across these electrodes. The area of interest will be the wave signals of the neurons. We use the kernel density estimation (KDE) as tools to extract features. Then, we use these features to recognize the emotion of the driver by using multi layer perceptron (MLP) as classifier. This research and investigation will eventually detect whether each subject reach the level of expected emotions which is calmness during meditation (Zikrullah)
format	Monograph
author	Abdul Rahman, Abdul Wahab Abdul Majid, Hariyati Shahrima
author_facet	Abdul Rahman, Abdul Wahab Abdul Majid, Hariyati Shahrima
author_sort	Abdul Rahman, Abdul Wahab
title	Understanding meditation through neural computing approach
title_short	Understanding meditation through neural computing approach
title_full	Understanding meditation through neural computing approach
title_fullStr	Understanding meditation through neural computing approach
title_full_unstemmed	Understanding meditation through neural computing approach
title_sort	understanding meditation through neural computing approach
publisher	[s.n]
publishDate	2012
url	http://irep.iium.edu.my/31152/ http://irep.iium.edu.my/31152/1/FULL_REPORT_EDWB.pdf
first_indexed	2023-09-18T20:45:24Z
last_indexed	2023-09-18T20:45:24Z
_version_	1777409641102180352

Understanding meditation through neural computing approach

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