High Performance CNN Accelerators Based on Hardware and Algorithm Co-Optimization.
Tian YuanWeiqiang LiuJie HanFabrizio LombardiPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- optimization algorithm
- learning algorithm
- computational complexity
- high efficiency
- dynamic programming
- simulated annealing
- optimal solution
- computational cost
- np hard
- matching algorithm
- cost function
- k means
- hardware implementation
- optimization model
- neural network
- detection algorithm
- image processing algorithms
- segmentation algorithm
- low cost
- worst case
- preprocessing
- similarity measure
- real time
- particle swarm optimization
- expectation maximization
- probabilistic model
- multi objective
- objective function
- graphics processing units
- cellular neural networks
- stochastic gradient