Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation.
Bradley McDanelSai Qian ZhangH. T. KungXin DongPublished in: ICS (2019)
Keyphrases
- cellular neural networks
- linear combination
- optimization algorithm
- real time
- discrete optimization
- optimization process
- neural network
- optimization model
- global optimization
- optimization method
- computer vision
- optimization methods
- hardware implementation
- signal processing
- optimization problems
- high speed
- optimization strategies