FCNNLib: An Efficient and Flexible Convolution Algorithm Library on FPGAs.
Qingcheng XiaoLiqiang LuJiaming XieYun LiangPublished in: DAC (2020)
Keyphrases
- dynamic programming
- improved algorithm
- learning algorithm
- times faster
- probabilistic model
- significant improvement
- input data
- preprocessing
- k means
- cost function
- optimal solution
- simulated annealing
- convolution kernel
- recognition algorithm
- detection algorithm
- hardware implementation
- segmentation algorithm
- data sets
- experimental evaluation
- np hard
- objective function
- image processing
- signal processing
- high accuracy
- worst case
- optimization algorithm
- clustering method
- computational complexity
- image sequences
- fpga implementation