Scalable FPGA Hardware Accelerator for SVM Inference.
Marcin AftowiczKai LehnigerPeter LangendoerferPublished in: MECO (2022)
Keyphrases
- fpga hardware
- support vector
- support vector machine svm
- hardware design
- real time
- kernel function
- support vector machine
- knn
- feature selection
- parallel implementation
- web scale
- belief networks
- machine learning
- support vectors
- classification algorithm
- svm classifier
- multi class
- training data
- classification method
- feature vectors
- generalization ability
- bayesian networks
- ls svm
- multi class classification
- training set
- probabilistic inference
- image classification
- low cost
- svm classification