Implementation and acceleration scheme of Heart sound classification Algorithm based on SOC-FPGA.
Guozheng LiHongbo YangTao GuoWeilain WangPublished in: BIC (2022)
Keyphrases
- classification algorithm
- knn
- k nearest neighbor
- document classification
- hardware software co design
- class labels
- hardware architectures
- training set
- support vector machine
- hardware and software
- naive bayes
- classification rules
- learning algorithm
- accurate classification
- hardware implementation
- concept drift
- training phase
- hardware architecture
- classification method
- hardware design
- parallel architecture
- dedicated hardware
- fpga technology
- information retrieval
- high speed
- low cost
- nearest neighbor
- feature space
- learning scheme
- bayesian networks
- image processing