Enhanced Accuracy for Multiclass Mental Workload Detection Using Long Short-Term Memory for Brain–Computer Interface
Umer Asgher, Khurram Khalil, Muhammad Jawad Khan, Riaz Ahmad, Shahid Ikramullah Butt, Yasar Ayaz, Noman Naseer, Salman Nazir
Abstract
-NN) algorithms.
Topics & Concepts
Brain–computer interfaceComputer scienceWorkloadSupport vector machineFunctional near-infrared spectroscopyArtificial intelligenceArtificial neural networkInterface (matter)Convolutional neural networkCognitionPattern recognition (psychology)Machine learningPrefrontal cortexElectroencephalographyPsychologyNeuroscienceMaximum bubble pressure methodOperating systemBubbleParallel computingEEG and Brain-Computer InterfacesOptical Imaging and Spectroscopy TechniquesNon-Invasive Vital Sign Monitoring