A simplified wearable device powered by a generative EMG network for hand-gesture recognition and gait prediction
Kyun Kyu Kim, Tomasz Zaluska, Six Skov, Yeongjun Lee, Hyunchang Park, Donglai Zhong, Muhammad Khatib, Yuya Nishio, Yuanwen Jiang, Scott L. Delp, Zhenan Bao
Topics & Concepts
Wearable computerComputer scienceWearable technologyArtificial intelligenceRepresentation (politics)ElectromyographyInterface (matter)GaitGenerative grammarMachine learningHuman–computer interactionComputer visionGenerative modelArtificial neural networkMotion (physics)Pattern recognition (psychology)Activity recognitionSIGNAL (programming language)Hidden Markov modelAccelerometerInertial measurement unitAdvanced Sensor and Energy Harvesting MaterialsMuscle activation and electromyography studiesProsthetics and Rehabilitation Robotics