Enhancing the online estimation of finger kinematics from sEMG using LSTM with attention mechanisms
Zijian Wang, Caihua Xiong, Qin Zhang
Topics & Concepts
Computer scienceKinematicsArtificial intelligenceMean squared errorRobotEstimationFeature (linguistics)Key (lock)Feature extractionHumanoid robotPattern recognition (psychology)Decoding methodsInterface (matter)Machine learningSpeech recognitionMathematicsAlgorithmMaximum bubble pressure methodBubblePhilosophyPhysicsStatisticsManagementEconomicsClassical mechanicsParallel computingLinguisticsComputer securityMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesAdvanced Sensor and Energy Harvesting Materials