EEG Classification of Forearm Movement Imagery Using a Hierarchical Flow Convolutional Neural Network - Jeong, Ji-Hoon; Lee, Byeong-Hoo; Lee, Dae-Hyeok; Yun, Yong-Deok; Lee, Seong-Whan (IEEE access, 2020)
Keywords: Accuracy; Artificial neural networks; Brain modeling; Brain-computer interface (BCI); Classification; Convolution; convolutional neural network (CNN); Datasets; Decoding; electroencephalogram (EEG); Electroencephalography; Feature extraction; Forearm; forearm motor execution and motor imagery; Human-computer interface; Image classification; Kinematics; Neural networks; Robot arms; Robot control; Rotation; Task analysis