Convergence of a Batch Gradient Algorithm with Adaptive Momentum for Neural Networks.
Hongmei ShaoDongpo XuGaofeng ZhengPublished in: Neural Process. Lett. (2011)
Keyphrases
- neural network
- dynamic programming
- iterative algorithms
- learning algorithm
- worst case
- input data
- probabilistic model
- experimental evaluation
- np hard
- optimal solution
- significant improvement
- detection algorithm
- optimization algorithm
- segmentation algorithm
- pattern recognition
- computational complexity
- search space
- high accuracy
- linear programming
- preprocessing
- cost function
- convergence rate
- training process
- bayesian networks
- global convergence
- batch mode
- convergence analysis
- rapid convergence