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Emotion stimuli-based surface electromyography signal classification employing Markov transition field and deep neural networks

Rongjie Li, Yao Wu, Qun Wu, Nilanjan Dey, Rubén González Crespo, Fuqian Shi

2021Measurement37 citationsDOI

Topics & Concepts

Artificial intelligenceConvolutional neural networkArtificial neural networkHidden Markov modelComputer sciencePattern recognition (psychology)ElectromyographySpeech recognitionDeep learningField (mathematics)Machine learningPsychologyNeuroscienceMathematicsPure mathematicsMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesAdvanced Sensor and Energy Harvesting Materials
Emotion stimuli-based surface electromyography signal classification employing Markov transition field and deep neural networks | Litcius