Gamma-aminobutyric acid (GABA) is a non-proteinogenic amino acid and is the main inhibitory neurotransmitter in the mammalian brain. GABA's stress-reducing, and sleep …
P Zhong, D Wang, C Miao - IEEE Transactions on Affective …, 2020 - ieeexplore.ieee.org
Electroencephalography (EEG) measures the neuronal activities in different brain regions via electrodes. Many existing studies on EEG-based emotion recognition do not fully exploit …
WL Zheng, BL Lu - IEEE Transactions on autonomous mental …, 2015 - ieeexplore.ieee.org
To investigate critical frequency bands and channels, this paper introduces deep belief networks (DBNs) to constructing EEG-based emotion recognition models for three emotions …
WL Zheng, JY Zhu, BL Lu - IEEE transactions on affective …, 2017 - ieeexplore.ieee.org
In this paper, we investigate stable patterns of electroencephalogram (EEG) over time for emotion recognition using a machine learning approach. Up to now, various findings of …
Since the launch of the first consumer grade EEG measuring sensorsNeuroSky Mindset'in 2007, the market has witnessed an introduction of at least one new product every year by …
A Alberdi, A Aztiria, A Basarab - Journal of biomedical informatics, 2016 - Elsevier
Stress is a major problem of our society, as it is the cause of many health problems and huge economic losses in companies. Continuous high mental workloads and non-stop …
Virtual Reality (VR) has the potential to enrich education but little is known about how unique affordances of immersive technology might influence leaning and cognition. This …
Mindfulness meditation has been purported to be a beneficial practice for wellbeing. It would therefore be expected that the neurophysiology of mindfulness would reflect this impact on …
XW Wang, D Nie, BL Lu - Neurocomputing, 2014 - Elsevier
Recently, emotion classification from EEG data has attracted much attention with the rapid development of dry electrode techniques, machine learning algorithms, and various real …