FPGA-based Hardware Classifier for Diabetic Sensorimotor Polyneuropathy Severity Assessment.
Sandeep Kumar PandeyGeetika SrivastavaMamun Bin Ibne ReazSawal Hamid Md. AliEdi KurniawanRabindra Gandhi ThangarajooGanga Ram MishraSacchidanand ShuklaPublished in: AISD (2023)
Keyphrases
- hardware implementation
- hardware architecture
- hardware design
- field programmable gate array
- hardware and software
- low cost
- decision trees
- training data
- linear classifiers
- real time
- feature selection
- support vector machine
- classification process
- embedded systems
- hardware architectures
- classification algorithm
- training examples
- application specific
- classification rate
- feature space
- multiple classifiers
- class labels
- classification scheme
- diabetes mellitus
- computer systems
- goal directed
- feature set
- support vector
- perception action
- classification method
- reinforcement learning
- classifier ensemble
- labeled data
- computational power
- efficient implementation