Classification of human hand movements based on EMG signals using nonlinear dimensionality reduction and data fusion techniques
Neta Rabin, Maayan Kahlon, Sarit Malayev, Anat Ratnovsky
Topics & Concepts
Computer scienceArtificial intelligenceDimensionality reductionPattern recognition (psychology)Signal processingFeature extractionClassifier (UML)Curse of dimensionalitySupport vector machineShort-time Fourier transformFeature vectorMachine learningSpeech recognitionFourier transformDigital signal processingFourier analysisMathematicsMathematical analysisComputer hardwareMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesNeuroscience and Neural Engineering