Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning.
Jingen NiJian YangJie ChenCédric RichardJosé Carlos M. BermudezPublished in: CoRR (2015)
Keyphrases
- learning algorithm
- linear programming
- preprocessing
- dynamic programming
- detection algorithm
- learning speed
- learning phase
- convergence rate
- k means
- worst case
- incremental learning
- monte carlo
- back propagation
- online learning
- machine learning
- probabilistic model
- np hard
- cost function
- search space
- objective function
- gaussian noise
- density function
- similarity measure
- linear computational complexity
- optimization algorithm
- expectation maximization
- particle swarm optimization
- significant improvement
- bayesian networks