sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm
Meng Zhu, Xiaorong Guan, Zhong Li, Long He, Zheng Wang, Keshu Cai
Topics & Concepts
Artificial intelligenceComputer scienceSupport vector machineBackpropagationArtificial neural networkRandom forestDimensionality reductionPattern recognition (psychology)Principal component analysisExoskeletonWearable computerElectromyographyFeature (linguistics)Machine learningAlgorithmSimulationEmbedded systemPsychologyPsychiatryLinguisticsPhilosophyMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesProsthetics and Rehabilitation Robotics