Fusion of Deep Features from 2D-DOST of fNIRS Signals for Subject-Independent Classification of Motor Execution Tasks - Khani, Pouya; Solouk, Vahid; Kalbkhani, Hashem; Ahmadi, Farid (International journal of intelligent systems, 2023)
Keywords: Accuracy; Artificial neural networks; Brain research; Classification; Data augmentation; Datasets; Decomposition; Deep learning; Discriminant analysis; Electroencephalography; Fourier transforms; Generative adversarial networks; Hemodynamic responses; Hemodynamics; Hemoglobin; Human-computer interface; Infrared spectra; Machine learning; Medical imaging; Near infrared radiation; Neural networks; Neurosciences; Signal classification; Signal processing; Support vector machines; Wavelet transforms