VLSI Design of Sequential Minimal Optimization Algorithm for SVM Learning.
Ta-Wen KuanJhing-Fa WangJia-Ching WangGaung-Hui GuPublished in: ISCAS (2009)
Keyphrases
- learning algorithm
- sequential minimal optimization
- vlsi design
- support vector
- dynamic programming
- support vector machine
- computational complexity
- support vector machine svm
- np hard
- case study
- improved algorithm
- mathematical model
- knn
- quadratic programming
- k nearest neighbor
- feature selection
- training set
- parameter estimation
- lower bound
- generalization ability
- pattern recognition
- optimal solution
- objective function
- genetic algorithm