Running sparse and low-precision neural network: When algorithm meets hardware.
Bing LiWei WenJiachen MaoSicheng LiYiran ChenHai Helen LiPublished in: ASP-DAC (2018)
Keyphrases
- neural network
- computational cost
- learning algorithm
- detection algorithm
- computational complexity
- np hard
- linear programming
- high accuracy
- search space
- dynamic programming
- optimal solution
- objective function
- real time
- experimental evaluation
- cost function
- times faster
- k means
- hardware implementation
- simulated annealing
- training algorithm
- clustering method
- probabilistic model
- matching algorithm
- back propagation
- nearest neighbour
- optimization algorithm
- segmentation algorithm
- worst case
- high dimensional
- preprocessing
- search algorithm
- image processing