MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources.
Jiajun WuJiajun ZhouYizhao GaoYuhao DingNgai WongHayden Kwok-Hay SoPublished in: FCCM (2023)
Keyphrases
- real time
- low cost
- hardware implementation
- dedicated hardware
- field programmable gate array
- hardware architecture
- neural network
- fpga implementation
- heterogeneous systems
- software implementation
- parallel architectures
- computing resources
- hardware and software
- efficient implementation
- high speed
- digital signal processing
- hardware description language
- hardware platforms
- parallel hardware
- fpga device
- web services
- resource allocation
- cost effective
- limited resources
- computing environments
- single chip
- heterogeneous environments
- hardware design
- grid environment