Design and Implementation of Dual-Mode Support Vector Machine (SVM) Trainer and Classifier Chip Architecture for Human Disease Detection Applications.
Xin-Yu ShihHsiang-En WuMing-Xian CaiPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2023)
Keyphrases
- support vector machine svm
- architectural design
- vlsi implementation
- svm classifier
- support vector machine
- circuit design
- vlsi architecture
- design methodology
- hardware design
- modular design
- fpga technology
- software architecture
- hardware architecture
- low cost
- physical design
- low power
- reconfigurable hardware
- design considerations
- single chip
- computer architecture
- nm technology
- classification method
- feature selection
- data sets
- classification rate
- platform independent
- cmos technology
- high speed
- learning algorithm
- design tools
- design process
- knn
- programmable logic
- decision trees
- functional verification
- machine learning