A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition - Kulwa, Frank; Zhang, Haoshi; Samuel, Oluwarotimi Williams; Asogbon, Mojisola Grace; Scheme, Erik; Khushaba, Rami; McEwan, Alistair A.; Li, Guanglin (IEEE transactions on human-machine systems, 2024)
Keywords: Algorithms; Artificial neural networks; Convolution neural network (CNN); Convolutional neural networks; Decoding; Electromyography; Feature extraction; Kernels; Myoelectric control; Myoelectricity; Neural networks; Pattern recognition; Prostheses; Prosthetics; surface electromyogram (sEMG) signal; upper limb; window length; window overlap; Windows