TY  - JOUR
N2  - Cognitive task produces activation in the brain which are different from normal state. In order to study the brain behavior during cognitive state, different techniques are available. Wavelet energy and power spectral density (PSD) are well established methods for brain signal classification. In this paper, cognitive state of the brain is compared with the baseline using EEG. Data are taken from all lobes of the brain to see the effect of cognitive task in the whole brain and analyzed using wavelet energy and PSD. Graph of wavelet energy and power spectral density are plotted separately for each subject to see the effect individually. Individual results showed that the behavior of human brain change with the cognitive task and this change occurred in most of the human brain. This change is due to the neural activity which is increased during the cognitive task (IQ) and is better measured with wavelet compared to PSD. © Springer International Publishing Switzerland 2015.
JF  - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
VL  - 9492
AV  - none
EP  - 347
KW  - Behavioral research; Brain; Electrophysiology; Information science; Neurons; Power spectral density; Spectral density
KW  -  Brain signals; Cognitive state; Cognitive task; Neural activity; Normal state; Power spectral densities (PSD); Wavelet energy; Whole brains
KW  -  Electroencephalography
PB  - Springer Verlag
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-84951875147&doi=10.1007%2f978-3-319-26561-2_41&partnerID=40&md5=c6a8e7ebff468c63e9341e7fa5d121fd
ID  - scholars6175
SN  - 03029743
TI  - Discrimination of brain states using wavelet and power spectral density
Y1  - 2015///
A1  - Zafar, R.
A1  - Malik, A.S.
A1  - Amin, H.U.
A1  - Kamel, N.
A1  - Dass, S.C.
N1  - cited By 1; Conference of 22nd International Conference on Neural Information Processing, ICONIP 2015 ; Conference Date: 9 November 2015 Through 12 November 2015; Conference Code:157039
SP  - 341
ER  -