A Hardware-friendly Support Vector Machine for Embedded Automotive Applications.
Davide AnguitaAlessandro GhioStefano PischiuttaSandro RidellaPublished in: IJCNN (2007)
Keyphrases
- support vector machine
- embedded systems
- control software
- low cost
- embedded processors
- hardware and software
- real time
- multi class
- multi class support vector machines
- micro controller
- computing power
- svm classifier
- k nearest neighbor
- vlsi implementation
- hardware software
- classification algorithm
- automotive industry
- stock market prediction
- hw sw
- friendly interface
- support vector
- support vector machine svm
- single chip
- personal computer
- radial basis function
- data acquisition
- classification method
- general purpose
- learning algorithm
- image processing
- similarity measure
- machine learning
- smart camera
- decision forest
- hardware architecture
- high end
- field programmable gate array
- training data
- low power
- feature vectors
- kernel methods
- kernel function