Multisensing System for Parkinson's Disease Stage Assessment Based on FPGA-Embedded Serial SVM Classifier.
Daniela De VenutoGiovanni MezzinaPublished in: IEEE Des. Test (2021)
Keyphrases
- support vectors
- svm classifier
- support vector machine
- learning stage
- support vector
- support vector machine svm
- image classification
- training set
- feature vectors
- decision function
- kernel function
- hyperplane
- principle component analysis
- svm classification
- selected features
- high speed
- embedded systems
- logistic regression
- low cost
- hardware implementation
- semi supervised
- multi class
- fold cross validation
- knn
- support vector machine classifier
- informative features
- data sets
- quadratic discriminant
- field programmable gate array
- feature subset
- cross validation
- k nearest neighbor
- image processing