FPGA Implementations of SVM Classifiers: A Review.
Shereen AfifiHamid GholamhosseiniRoopak SinhaPublished in: SN Comput. Sci. (2020)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- image classification
- software implementation
- hardware architectures
- hyperplane
- feature vectors
- training set
- hardware implementation
- real time image processing
- multi class
- reduced set
- hardware architecture
- machine learning
- kernel function
- support vectors
- real time
- field programmable gate array
- low cost
- semi supervised
- k nearest neighbor
- decision function
- high speed
- single chip
- standard svm
- verilog hdl
- hardware design
- svm classification
- binary classifiers
- text classifiers
- efficient implementation
- signal processing
- pairwise
- object recognition
- real world
- neural network