Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs.
Yifan YangQijing HuangBichen WuTianjun ZhangLiang MaGiulio GambardellaMichaela BlottLuciano LavagnoKees A. VissersJohn WawrzynekKurt KeutzerPublished in: CoRR (2018)
Keyphrases
- hardware implementation
- dynamic programming
- times faster
- computational complexity
- learning algorithm
- objective function
- computational cost
- probabilistic model
- cost function
- convergence rate
- embedded systems
- segmentation algorithm
- computing systems
- parallel implementation
- preprocessing
- optimal solution
- recognition algorithm
- fpga implementation
- expectation maximization
- matching algorithm
- detection algorithm
- optimization algorithm
- high accuracy
- search space
- decision trees