Hybrid SORN Hardware Accelerator for Support Vector Machines.
Nils HülsmeierMoritz BärthelJochen RustSteffen PaulPublished in: CoNGA (2023)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- low cost
- hardware and software
- parallel implementation
- multi class
- training examples
- hardware implementation
- cross validation
- real time
- circuit design
- field programmable gate array
- support vector machine
- classification accuracy
- feature selection
- kernel methods
- kernel function
- binary classification
- hardware design
- compute intensive
- control program
- vlsi implementation
- generalization bounds
- parallel tree search
- hardware architecture
- parallel processors
- computing power
- computing systems
- support vector regression
- personal computer
- hyperplane
- data sets