EEG delta oscillations as a correlate of basic homeostatic and motivational processes

GG Knyazev - Neuroscience & Biobehavioral Reviews, 2012 - Elsevier
Functional significance of delta oscillations is not fully understood. One way to approach this
question would be from an evolutionary perspective. Delta oscillations dominate the EEG of …

[HTML][HTML] Review of evoked and event-related delta responses in the human brain

B Güntekin, E Başar - International Journal of Psychophysiology, 2016 - Elsevier
In the last decade, the brain's oscillatory responses have invaded the literature. The studies
on delta (0.5–3.5 Hz) oscillatory responses in humans upon application of cognitive …

Cardiac sympathetic-vagal activity initiates a functional brain–body response to emotional arousal

D Candia-Rivera, V Catrambone… - Proceedings of the …, 2022 - National Acad Sciences
A century-long debate on bodily states and emotions persists. While the involvement of
bodily activity in emotion physiology is widely recognized, the specificity and causal role of …

Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals

D Maheshwari, SK Ghosh, RK Tripathy… - Computers in Biology …, 2021 - Elsevier
Emotion is interpreted as a psycho-physiological process, and it is associated with
personality, behavior, motivation, and character of a person. The objective of affective …

A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges

C Mühl, B Allison, A Nijholt, G Chanel - Brain-Computer Interfaces, 2014 - Taylor & Francis
Affective states, moods and emotions, are an integral part of human nature: they shape our
thoughts, govern the behavior of the individual, and influence our interpersonal …

A review of brain oscillations in perception of faces and emotional pictures

B Güntekin, E Başar - Neuropsychologia, 2014 - Elsevier
The differentiation of faces, facial expressions and affective pictures involves processes of
higher mental activity that have considerable applications in the psychology of moods and …

Toward emotion aware computing: an integrated approach using multichannel neurophysiological recordings and affective visual stimuli

CA Frantzidis, C Bratsas, CL Papadelis… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
This paper proposes a methodology for the robust classification of neurophysiological data
into four emotional states collected during passive viewing of emotional evocative pictures …

Valence, arousal and dominance in the EEG during game play

B Reuderink, C Mühl, M Poel - International journal of …, 2013 - inderscienceonline.com
In this paper, we describe our investigation of traces of naturally occurring emotions in
electrical brain signals, that can be used to build interfaces that respond to our emotional …

On the classification of emotional biosignals evoked while viewing affective pictures: an integrated data-mining-based approach for healthcare applications

CA Frantzidis, C Bratsas, MA Klados… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
Recent neuroscience findings demonstrate the fundamental role of emotion in the
maintenance of physical and mental health. In the present study, a novel architecture is …

EEG rhythm based emotion recognition using multivariate decomposition and ensemble machine learning classifier

R Vempati, LD Sharma - Journal of Neuroscience Methods, 2023 - Elsevier
Recently, electroencephalogram (EEG) signals have shown great potential to recognize
human emotions. The goal of effective computing is to assist computers in understanding …