DPACS: Hardware Accelerated Dynamic Neural Network Pruning through Algorithm-Architecture Co-design.
Yizhao GaoBaoheng ZhangXiaojuan QiHayden Kwok-Hay SoPublished in: ASPLOS (2) (2023)
Keyphrases
- neural network
- search space
- learning algorithm
- optimization algorithm
- detection algorithm
- computational complexity
- preprocessing
- k means
- cost function
- dynamic programming
- recognition algorithm
- linear programming
- convergence rate
- probabilistic model
- genetic algorithm
- search strategy
- incremental learning
- worst case
- improved algorithm
- exhaustive search
- input data
- high accuracy
- np hard
- objective function
- segmentation algorithm
- fuzzy logic
- times faster
- knn
- computational cost
- experimental evaluation
- associative memory
- training algorithm
- decision trees
- fuzzy neural network