Base-Reconfigurable Segmented Logarithmic Quantization and Hardware Design for Deep Neural Networks.
Jiawei XuYuxiang HuanYi JinHaoming ChuLi-Rong ZhengZhuo ZouPublished in: J. Signal Process. Syst. (2020)
Keyphrases
- hardware design
- hardware implementation
- neural network
- field programmable gate array
- fpga hardware
- pattern recognition
- signal processing
- artificial neural networks
- fuzzy logic
- worst case
- efficient implementation
- back propagation
- genetic algorithm
- low cost
- multilayer perceptron
- image processing algorithms
- parallel computing
- hardware software
- artificial intelligence
- neural network model
- embedded systems
- belief propagation
- operating system
- associative memory
- graph cuts
- image quality
- reconfigurable architecture