Electroencephalogram profiles for emotion identification over the brain regions using spectral, entropy and temporal biomarkers
Identifying emotions has become essential for comprehending varied human behavior during our daily lives. The electroencephalogram (EEG) has been adopted for eliciting information in terms of waveform distribution over the scalp. The rationale behind this work is twofold. First, it aims to propose s...
| Main Authors: | Al-Qazzaz, Noor Kamal, Sabir, Mohannad K., Md. Ali, Sawal Hamid, Ahmad, Siti Anom, Grammer, Karl |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI
2020
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/38199/ http://psasir.upm.edu.my/id/eprint/38199/1/38199.pdf |
Similar Items
Multichannel optimization with hybrid spectral- entropy markers for gender identification enhancement of emotional-based EEGs
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
Complexity and entropy analysis to improve gender identification from emotional-based EEGs
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
Effective EEG channels for emotion identification over the brain regions using differential evolution algorithm
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2019)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2019)
Spectro-spatial profile for gender identification using emotional-based EEG Signals
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021)
Emotion recognition using electroencephalogram signal
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)
Measuring temporal, spectral and spatial changes in electrophysiological brain network connectivity
by: Brookes, Matthew Jon, et al.
Published: (2014)
by: Brookes, Matthew Jon, et al.
Published: (2014)
Automatic diagnosis of epileptic seizures using entropy-based features and multimodel deep learning approaches
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2024)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2024)
Investigation of electroencephalogram (EEG) sensor position for brain-controlled home automation
by: Norizam, Sulaiman, et al.
Published: (2022)
by: Norizam, Sulaiman, et al.
Published: (2022)
An implementation of electroencephalogram signals acquisition to control manipulator through brain computer interface
by: Khan, Talha Ahmed, et al.
Published: (2019)
by: Khan, Talha Ahmed, et al.
Published: (2019)
Role of EEG as biomarker in the early detection and classification of dementia
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2014)
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2014)
Development of an electroencephalogram (EEG) amplifier for a brain-computer interface (BCI) / Phang Yoke Mun
by: Phang, Yoke Mun
Published: (2006)
by: Phang, Yoke Mun
Published: (2006)
Neuromarketing: Physiological Response of Human Brain Using Quantitative Electroencephalogram (QEEG) in Consumers Decision Making
by: Fauzan, Norsiah, et al.
Published: (2017)
by: Fauzan, Norsiah, et al.
Published: (2017)
Texture classification using spectral entropy of acoustic signal generated by a human echolocator
by: Raja Abdullah, Raja Syamsul Azmir, et al.
Published: (2019)
by: Raja Abdullah, Raja Syamsul Azmir, et al.
Published: (2019)
Electroencephalogram-Based Stress Index
by: Norizam, Sulaiman, et al.
Published: (2012)
by: Norizam, Sulaiman, et al.
Published: (2012)
Brain imaging biomarkers in Multiple Sclerosis
by: Altokhis, Amjad
Published: (2023)
by: Altokhis, Amjad
Published: (2023)
Spatio-temporal dynamics of jerky flow in high-entropy alloy at extremely low temperature
by: Pu, Z., et al.
Published: (2020)
by: Pu, Z., et al.
Published: (2020)
Unifying background models over complex audio using entropy
by: Moncrieff, Simon, et al.
Published: (2006)
by: Moncrieff, Simon, et al.
Published: (2006)
Brain Computer Interface Design Using Neural Network Classification Of Autoregressive Models Of Mental Task Electroencephalogram Signals.
by: Huan , Nai Jen
Published: (2004)
by: Huan , Nai Jen
Published: (2004)
Brain Computer Interface Design Using Neural Network Classification of Autoregressive Models of Mental Task Electroencephalogram Signals.
by: Huan, Nai Jen
Published: (2004)
by: Huan, Nai Jen
Published: (2004)
The role of temporal and spectral cues in the temporal integration of pitch and in pitch-based segregation of sound sources
by: Clark, Nicholas R
Published: (2011)
by: Clark, Nicholas R
Published: (2011)
Anticancer properties and biological evaluation of natural alkaloid jerantinine B
by: Qazzaz, Mohannad Emad
Published: (2017)
by: Qazzaz, Mohannad Emad
Published: (2017)
Classification of Electroencephalogram Signals for Human Motor Actions
by: Paoliello, Daniel, et al.
Published: (2010)
by: Paoliello, Daniel, et al.
Published: (2010)
Electroencephalogram signal interpretation system for mobile robot
by: Hasan, Intan Helina
Published: (2013)
by: Hasan, Intan Helina
Published: (2013)
Electroencephalogram (EEG) pattern for human smoke habit
by: Mokhtar, A. S., et al.
Published: (2022)
by: Mokhtar, A. S., et al.
Published: (2022)
Entropy analysis of magnetized ferrofluid over a vertical flat surface with variable heating
by: Hanifa, Hanif, et al.
Published: (2023)
by: Hanifa, Hanif, et al.
Published: (2023)
Entropy analysis of magnetized ferrofluid over a vertical flat surface with variable heating
by: Hanifa, Hanif, et al.
Published: (2023)
by: Hanifa, Hanif, et al.
Published: (2023)
Entropy analysis of magnetized ferrofluid over a vertical flat surface with variable heating
by: Hanifa, Hanif, et al.
Published: (2023)
by: Hanifa, Hanif, et al.
Published: (2023)
Affective face processing analysis in autism using
electroencephalogram
by: Othman, Marini, et al.
Published: (2010)
by: Othman, Marini, et al.
Published: (2010)
The effects of dexamphetamine on the resting-state electroencephalogram and functional connectivity
by: Albrecht, Matthew, et al.
Published: (2015)
by: Albrecht, Matthew, et al.
Published: (2015)
The multimodal parameter enhancement of electroencephalogram signal for music application
by: Zarith Liyana, Zahari, et al.
Published: (2022)
by: Zarith Liyana, Zahari, et al.
Published: (2022)
Electroencephalogram and physiological responses as affected by slaughter empathy in goats
by: Kumar, Pavan, et al.
Published: (2023)
by: Kumar, Pavan, et al.
Published: (2023)
To study the characteristics of electroencephalogram (EEG) and its associated artifacts
by: Hamzah, Norani, et al.
Published: (2006)
by: Hamzah, Norani, et al.
Published: (2006)
Swarm negative selection algorithm for electroencephalogram signals classification
by: Sahel Ba-Karait, Nasser Omer, et al.
Published: (2009)
by: Sahel Ba-Karait, Nasser Omer, et al.
Published: (2009)
Classification of multi-temporal SAR images for rice crops using combined Entropy Decomposition and Support Vector Machine technique
by: Tan, Chue Poh, et al.
Published: (2007)
by: Tan, Chue Poh, et al.
Published: (2007)
VHE y-ray emission of PKS2155-304: Spectral and temporal variability
by: Abramowski, A., et al.
Published: (2010)
by: Abramowski, A., et al.
Published: (2010)
Heart sounds clustering using a combination of temporal, spectral and geometric features
by: Safara, Fatemeh, et al.
Published: (2012)
by: Safara, Fatemeh, et al.
Published: (2012)
Single-Ion Entropies, Sion, of Solids; A Route to Standard Entropy Estimation
by: Glasser, Leslie, et al.
Published: (2009)
by: Glasser, Leslie, et al.
Published: (2009)
Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal
by: Namazi, Hamidreza Reza, et al.
Published: (2016)
by: Namazi, Hamidreza Reza, et al.
Published: (2016)
Radiofrequency waves increase the brain levels of inflammatory biomarkers, neurotrophin and serotonin
by: Azimzadeh, Mansour, et al.
Published: (2024)
by: Azimzadeh, Mansour, et al.
Published: (2024)
Comparison on performance of adaptive algorithms for eye blinks removal in electroencephalogram
by: Abd Rahman, Faridah, et al.
Published: (2018)
by: Abd Rahman, Faridah, et al.
Published: (2018)
Similar Items
-
Multichannel optimization with hybrid spectral- entropy markers for gender identification enhancement of emotional-based EEGs
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021) -
Complexity and entropy analysis to improve gender identification from emotional-based EEGs
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021) -
Effective EEG channels for emotion identification over the brain regions using differential evolution algorithm
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2019) -
Spectro-spatial profile for gender identification using emotional-based EEG Signals
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2021) -
Emotion recognition using electroencephalogram signal
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)