Delay Compensated Asynchronous Adam Algorithm for Deep Neural Networks.
Naiyang GuanLei ShanCanqun YangWeixia XuMinxuan ZhangPublished in: ISPA/IUCC (2017)
Keyphrases
- neural network
- high accuracy
- detection algorithm
- cost function
- experimental evaluation
- learning algorithm
- computationally efficient
- computational complexity
- worst case
- search space
- k means
- optimization algorithm
- computational cost
- significant improvement
- preprocessing
- times faster
- np hard
- particle swarm optimization
- expectation maximization
- matching algorithm
- convergence rate
- clustering method
- improved algorithm
- data sets
- training process
- theoretical analysis
- linear programming
- probabilistic model
- dynamic programming
- pattern recognition
- optimal solution
- objective function