sEMG-based consecutive estimation of human lower limb movement by using multi-branch neural network
Xingjian Wang, Dengpeng Dong, Xiaokai Chi, Shaoping Wang, Yinan Miao, Mailing An, Alexander I. Gavrilov
Topics & Concepts
ExoskeletonComputer scienceJoint (building)SpectrogramConvolutional neural networkGaitArtificial intelligenceArtificial neural networkPattern recognition (psychology)Mean squared errorElectromyographyTime domainComputer visionSimulationMathematicsPhysical medicine and rehabilitationEngineeringStatisticsArchitectural engineeringMedicineMuscle activation and electromyography studiesAdvanced Sensor and Energy Harvesting MaterialsProsthetics and Rehabilitation Robotics