An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
Ali MoinAndy ZhouAbbas RahimiSimone BenattiAlisha MenonSenam TamakloeJonathan TingNatasha YamamotoYasser KhanFred L. BurghardtLuca BeniniAna C. AriasJan M. RabaeyPublished in: ISCAS (2018)
Keyphrases
- dimensionality reduction
- high density
- high dimensional
- feature space
- feature extraction
- low density
- low dimensional
- high dimensional data
- training samples
- close proximity
- statistical parametric mapping
- data points
- data center
- improve the recognition accuracy
- magnetic recording
- real time
- high power
- functional magnetic resonance imaging
- feature set
- data fusion
- high bandwidth
- brain images
- motor control
- training data
- sensor data
- gesture recognition
- human brain
- decision trees
- thin film
- similarity search
- sensor networks
- hidden markov models
- hand postures
- training set
- magnetic tape
- learning algorithm
- data mining
- parameter space
- recognition process
- markov chain
- nearest neighbor
- support vector machine