EMG gesture signal analysis towards diagnosis of upper limb using dual-pathway convolutional neural network - Qamar, Hafiz Ghulam Murtza; Qureshi, Muhammad Farrukh; Mushtaq, Zohaib; Zubariah, Zubariah; Rehman, Muhammad Zia ur; Samee, Nagwan Abdel; Mahmoud, Noha F.; Gu, Yeong Hyeon; Al-masni, Mohammed A. (Mathematical biosciences and engineering : MBE, 2024)
Keywords: Adult; Algorithms; Amputees; convolutional neural network; electromyography; Electromyography - methods; Female; gesture recognition; Gestures; Humans; log mel spectrogram; Male; Middle Aged; Neural Networks, Computer; nina pro; Reproducibility of Results; Signal Processing, Computer-Assisted; Upper Extremity - physiology; upper limb; Young Adult; nina pro; upper limb; gesture recognition; log mel spectrogram; convolutional neural network; electromyography