DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs.
Erjing LuoHaitong HuangCheng LiuGuoyu LiBing YangYing WangHuawei LiXiaowei LiPublished in: ICCAD (2023)
Keyphrases
- open source
- neural network
- core components
- conceptual framework
- design principles
- case study
- main contribution
- theoretical framework
- design methodology
- design decisions
- precision and recall
- lightweight
- artificial neural networks
- information systems
- design process
- design patterns
- building blocks
- open source software
- pattern recognition
- field programmable gate array