Hardware Design of Gaussian Kernel Function for Non-Linear SVM Classification.
Yuanfa WangYu PangHuan HuangQianneng ZhouJiasai LuoPublished in: ASICON (2021)
Keyphrases
- svm classification
- hardware design
- kernel function
- kernel trick
- polynomial kernels
- support vector machine
- gaussian kernels
- support vector
- hardware implementation
- kernel methods
- input space
- feature space
- high dimensional
- maximum likelihood
- svm classifier
- hyperplane
- kernel learning
- support vectors
- gaussian mixture model
- support vector machine svm
- field programmable gate array
- multi class
- machine learning
- learning problems
- computer vision