Software-Hardware Co-Optimization on Partial-Sum Problem for PIM-based Neural Network Accelerator.
Qizhe WuLinfeng TaoHuawen LiangWei YuanTeng TianShuang XueXi JinPublished in: HPEC (2021)
Keyphrases
- neural network
- hardware design
- computer systems
- field programmable gate array
- hardware platforms
- platform independent
- embedded systems
- low cost
- hardware and software
- control software
- computer hardware
- hardware software
- software implementation
- image reconstruction from projections
- blue gene
- artificial neural networks
- software development
- personal computer
- control unit
- real time
- highly non linear
- optimization algorithm
- global optimization
- high end
- neural network model
- bp neural network
- optimization problems
- dedicated hardware
- commercial off the shelf
- fuzzy logic
- hardware implementation
- computer software
- parallel implementation
- reconfigurable hardware
- software engineering
- computing systems