Optimal feature selection and deep learning ensembles method for emotion recognition from human brain EEG sensors

RM Mehmood, R Du, HJ Lee - Ieee Access, 2017 - ieeexplore.ieee.org
Recent advancements in human-computer interaction research have led to the possibility of
emotional communication via brain-computer interface systems for patients with …

Hands-free accessible digital musical instruments: conceptual framework, challenges, and perspectives

N Davanzo, F Avanzini - IEEE Access, 2020 - ieeexplore.ieee.org
Exponential increases of available computational resources, miniaturization, and sensors,
are enabling the development of digital musical instruments that use non-conventional …

[HTML][HTML] The EEG pen-on-paper sound: History and recent advances

D Norata, S Broggi, L Alvisi, S Lattanzi, F Brigo… - … : European Journal of …, 2023 - Elsevier
The electroencephalogram (EEG) is one of the most useful technologies for brain research
and clinical neurology, characterized by non-invasiveness and high time resolution. The …

Neurodesign live

JPA von Thienen, C Szymanski, J Santuber… - … : Interrogating the doing, 2021 - Springer
Neurodesign is a novel field of research, education and practice that emerges as a cross-
disciplinary initiative. In 2019, the Hasso Plattner Institute (HPI) offered for the first time a …

Application of convolutional neural network for decoding of 12-lead electrocardiogram from a frequency-modulated audio stream (sonified ECG)

V Krasteva, I Iliev, S Tabakov - Sensors, 2024 - mdpi.com
Research of novel biosignal modalities with application to remote patient monitoring is a
subject of state-of-the-art developments. This study is focused on sonified ECG modality …

Music of brain and music on brain: a novel EEG sonification approach

S Sanyal, S Nag, A Banerjee, R Sengupta… - Cognitive …, 2019 - Springer
Can we hear the sound of our brain? Is there any technique which can enable us to hear the
neuro-electrical impulses originating from the different lobes of brain? The answer to all …

Automatic detection and sonification of nonmotor generalized onset epileptic seizures: Preliminary results

L Frassineti, C Barba, F Melani, F Piras, R Guerrini… - Brain Research, 2019 - Elsevier
Long-term video-EEG monitoring has improved diagnosis and treatment of epilepsy,
especially in children. However, the amount of data neurophysiologists must analyze has …

Investigating perceptual congruence between data and display dimensions in sonification

J Ferguson, SA Brewster - Proceedings of the 2018 CHI conference on …, 2018 - dl.acm.org
The relationships between sounds and their perceived meaning and connotations are
complex, making auditory perception an important factor to consider when designing …

Evaluation of psychoacoustic sound parameters for sonification

J Ferguson, SA Brewster - Proceedings of the 19th ACM International …, 2017 - dl.acm.org
Sonification designers have little theory or experimental evidence to guide the design of
data-to-sound mappings. Many mappings use acoustic representations of data values which …

A closed-loop brain-computer music interface for continuous affective interaction

S Ehrlich, C Guan, G Cheng - 2017 international conference on …, 2017 - ieeexplore.ieee.org
Research on human emotions and underlying brain processes is mostly performed open-
loop, eg by presenting emotional stimuli and measuring subject's brain responses …