Investigation of deep convolutional neural network for classification of motor imagery fNIRS signals for BCI applications
A Janani, M. Sasikala, Harleen Chhabra, Nijisha Shajil, Ganesan Venkatasubramanian
Topics & Concepts
Brain–computer interfaceMotor imageryComputer scienceArtificial intelligenceConvolutional neural networkFunctional near-infrared spectroscopySupport vector machineFinger tappingPattern recognition (psychology)Deep learningNeuroimagingElectroencephalographyCognitionPsychologyNeurosciencePrefrontal cortexAudiologyMedicineEEG and Brain-Computer InterfacesOptical Imaging and Spectroscopy TechniquesNon-Invasive Vital Sign Monitoring