Classification Algorithm for fNIRS-based Brain Signals Using Convolutional Neural Network with Spatiotemporal Feature Extraction Mechanism
Yuxin Qin, Baojiang Li, Wenlong Wang, Xingbin Shi, Peng Cheng, Yifan Lu
Topics & Concepts
Brain–computer interfaceComputer scienceFunctional near-infrared spectroscopyConvolutional neural networkArtificial intelligenceFeature extractionPattern recognition (psychology)Functional magnetic resonance imagingBrain activity and meditationElectroencephalographyCognitionNeurosciencePsychologyPrefrontal cortexEEG and Brain-Computer InterfacesOptical Imaging and Spectroscopy TechniquesNon-Invasive Vital Sign Monitoring