Motor imagery classification using sparse nonnegative matrix factorization and convolutional neural networks
Poonam Chaudhary, Yash Vardhan Varshney, Gautam Srivastava, Surbhi Bhatia
Topics & Concepts
Computer scienceMotor imageryArtificial intelligencePattern recognition (psychology)Non-negative matrix factorizationBrain–computer interfaceConvolutional neural networkElectroencephalographyMatrix decompositionFeature extractionSIGNAL (programming language)Feature vectorFeature (linguistics)Speech recognitionQuantum mechanicsPhysicsProgramming languagePhilosophyPsychiatryLinguisticsPsychologyEigenvalues and eigenvectorsEEG and Brain-Computer InterfacesMuscle activation and electromyography studiesECG Monitoring and Analysis