FPGA Fastfood - A High Speed Systolic Implementation of a Large Scale Online Kernel Method.
Sean FoxDavid BolandPhilip Heng Wai LeongPublished in: FPGA (2018)
Keyphrases
- high speed
- kernel methods
- real time
- low power
- feature space
- hardware implementation
- learning problems
- kernel function
- neural network
- hardware architecture
- kernel matrix
- support vector
- machine learning
- training set
- real valued
- efficient implementation
- similarity measure
- feature extraction
- reproducing kernel hilbert space
- hardware design
- systolic array
- fpga technology