FPGA-based Distributed Edge Training of SVM.
Jyotikrishna DassYashwardhan NarawaneRabi N. MahapatraVivek SarinPublished in: FPGA (2019)
Keyphrases
- training process
- training set
- support vector
- distributed systems
- support vector machine svm
- training algorithm
- training speed
- support vectors
- edge detection
- generalization ability
- svm training
- linear svm
- support vector machine
- multi class
- test set
- fully labeled
- machine learning
- edge detector
- svm classifier
- feature selection
- training data
- training samples
- cooperative
- knn
- training examples
- semi supervised
- learning machines
- training set size
- multi class classification
- training dataset
- edge information
- supervised learning
- peer to peer
- lightweight
- distributed environment
- svm classification
- stochastic gradient descent
- pattern recognition
- hyperplane
- multi class svm
- training support vector machines
- classification algorithm