03707nam 2200793z- 450 991061947240332120231214133352.03-0365-5377-0(CKB)5670000000391550(oapen)https://directory.doabooks.org/handle/20.500.12854/93241(EXLCZ)99567000000039155020202210d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierBrain Computer Interfaces and Emotional Involvement: Theory, Research, and ApplicationsMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (178 p.)3-0365-5378-9 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.Brain Computer Interfaces and Emotional InvolvementMedicinebicsscNeurosciencesbicsscconsumer behaviorelectroencephalogram (EEG) biosensorattention and meditationbrain computer interfaceBrain-Computer Interface (BCI)Steady-State Visual Evoked Potential (SSVEP)artefact removalIndividual Alpha Peakmovement artefactElectroencephalography (EEG)classificationemotionfacial nerve paralysisLASSOMEGpassive brain–computer interface (pBCI)EEG headsetsdaily life applicationsIn-ear EEGecho state network (ESN)attention monitoringvigilance taskbrain-computer interface (BCI)electroencephalography (EEG)emotion recognitionindependent component analysis (ICA)regressionstrokeelectroencephalogram (EEG)bispectrummultimodal fusionbrain–computer interface (BCI)affective computingEEG-based emotion detectionspiking neural networkNeuCubeMedicineNeurosciencesLucchiari Claudioedt1323096Lucchiari ClaudioothBOOK9910619472403321Brain Computer Interfaces and Emotional Involvement: Theory, Research, and Applications3035379UNINA