MLP+NeuroSimV3.0: Improving On-chip Learning Performance with Device to Algorithm Optimizations.
Yandong LuoXiaochen PengShimeng YuPublished in: ICONS (2019)
Keyphrases
- learning algorithm
- detection algorithm
- incremental learning
- k means
- objective function
- computational cost
- computational complexity
- learning phase
- dynamic programming
- np hard
- optimal solution
- cost function
- significant improvement
- neural network
- worst case
- low cost
- similarity measure
- online learning
- matching algorithm
- statistical queries
- convergence rate
- vlsi implementation
- optimization algorithm
- expectation maximization
- simulated annealing
- high speed
- probabilistic model
- active learning
- learning process