Hardware-Efficient VLSI Design for Cascade Support Vector Machine with On-Chip Training and Classification Capability.
Merin LoukrakpamMadhuchhanda ChoudhuryPublished in: Circuits Syst. Signal Process. (2020)
Keyphrases
- vlsi design
- support vector machine
- training set
- svm classifier
- low cost
- training process
- classification method
- support vector machine svm
- support vector
- decision boundary
- feature selection
- supervised learning
- feature vectors
- svm classification
- feature space
- classification algorithm
- pattern recognition
- design methodology
- boosted classifiers
- classification accuracy
- high classification accuracy
- training procedure
- training data
- vlsi implementation
- machine learning
- text classification
- training samples
- neural network
- hardware implementation
- radial basis function
- database
- high speed
- circuit design
- artificial neural networks
- svm training
- feature extraction
- decision trees
- learning algorithm
- programmable logic