Brain Computer Interfaces and Emotional Involvement: Theory, Research, and Applications

• Eará dahkkit: Lucchiari, Claudio (Doaimmaheaddji)
• Materiálatiipa: Elektrovnnalaš Girjji oassi
• Giella: eaŋgalasgiella
• Almmustuhtton: MDPI - Multidisciplinary Digital Publishing Institute 2022
• Fáttát: Medicine; Neurosciences; consumer behavior; electroencephalogram (EEG) biosensor; attention and meditation; brain computer interface; Brain-Computer Interface (BCI); Steady-State Visual Evoked Potential (SSVEP); artefact removal; Individual Alpha Peak; movement artefact; Electroencephalography (EEG); classification; emotion; facial nerve paralysis; LASSO; MEG; passive brain-computer interface (pBCI); EEG headsets; daily life applications; In-ear EEG; echo state network (ESN); attention monitoring; vigilance task; brain-computer interface (BCI); electroencephalography (EEG); emotion recognition; independent component analysis (ICA); regression; stroke; electroencephalogram (EEG); bispectrum; multimodal fusion; affective computing; EEG-based emotion detection; spiking neural network; NeuCube
• Liŋkkat: DOAB: download the publication; DOAB: description of the publication

Čoahkkáigeassu

This reprint is dedicated to the study of brain activity related to emotional and attentional involvement as measured by Brain-computer interface (BCI) systems designed for different purposes. A BCI system can translate brain signals (e.g., electric or hemodynamic brain activity indicators) into a command to execute an action in the BCI application (e.g., a wheelchair, the cursor on the screen, a spelling device or a game). These tools have the advantage of having real-time access to the ongoing brain activity of the individual, which can provide insight into the user's emotional and attentional states by training a classification algorithm to recognize mental states. The success of BCI systems in contemporary neuroscientific research relies on the fact that they allow one to "think outside the lab". The integration of technological solutions, artificial intelligence and cognitive science allowed and will allow researchers to envision more and more applications for the future. The clinical and everyday uses are described with the aim to invite readers to open their minds to imagine potential further developments.

Olgguldas hápmi

1 electronic resource (178 p.)

ISBN

books978-3-0365-5377-1
9783036553788
9783036553771

Beassan

Open Access