FPGA Simulation of Linear and Nonlinear Support Vector Machine.
Davood MahmoodiAli SoleimaniHossein KhosraviMehdi TaghizadehPublished in: J. Softw. Eng. Appl. (2011)
Keyphrases
- support vector machine
- training data
- multi class
- real time
- feature selection
- hardware implementation
- svm classifier
- support vector
- field programmable gate array
- kernel methods
- k nearest neighbor
- dedicated hardware
- hardware software
- simulation study
- classification method
- kernel function
- signal processing
- low cost
- knn
- artificial neural networks
- feature space
- face recognition
- image processing