Real time detection of cognitive load using fNIRS: A deep learning approach
Subashis Karmakar, Supreeti Kamilya, Prasenjit Dey, Parag Kumar Guhathakurta, Mamata Dalui, Tushar Kanti Bera, Suman Halder, Chiranjib Koley, Tandra Pal, Anupam Basu
Topics & Concepts
Functional near-infrared spectroscopyComputer scienceArtificial intelligenceDeep learningCognitionConvolutional neural networkPattern recognition (psychology)VisualizationPreprocessorHuman Connectome ProjectAutoencoderCognitive loadMachine learningFunctional connectivityNeurosciencePrefrontal cortexBiologyOptical Imaging and Spectroscopy TechniquesNon-Invasive Vital Sign MonitoringEEG and Brain-Computer Interfaces