Hardware Implementation of Multi-kernel Function for Support Vector Machine Classification Using Stochastic Logic.
Shao-I ChuJun-Han YanTzu-Heng ChienBing-Hong LiuChih-Yuan LienXin-Ru YuPublished in: GCCE (2022)
Keyphrases
- hardware implementation
- kernel function
- support vector machine classification
- support vector
- kernel methods
- efficient implementation
- signal processing
- support vector machine
- image processing algorithms
- feature space
- software implementation
- input space
- kernel matrix
- high dimensional
- reproducing kernel hilbert space
- kernel learning
- high dimensional feature space
- kernel parameters
- data sets
- field programmable gate array
- training data
- gaussian kernels
- privacy preserving
- dot product
- feature set
- fpga technology