LPAC: A Low-Precision Accelerator for CNN on FPGAs.
Tianyu ZhangTiantian HanLu TianYi LiXijie JiaGuangdong LiuPingbo AnYingran TanLingzhi SuiShaoxia FangDongliang XieMichaela BlottYi ShanPublished in: FPGA (2020)
Keyphrases
- field programmable gate array
- cellular neural networks
- hardware implementation
- embedded systems
- parallel computing
- convolutional neural network
- image processing algorithms
- hardware design
- computing systems
- fpga implementation
- hardware software
- centroid neural network
- parallel implementation
- reconfigurable hardware
- machine learning
- low cost
- real time
- massively parallel
- neural network
- image processing
- data sets
- efficient implementation
- fpga technology
- data mining
- parallel architectures
- information systems
- parallel programming
- multi agent
- search algorithm
- general purpose