Diffusion LMS algorithm in the presence of second order nonlinearities with theoretical bounds.
Hadi ZayyaniMehdi KorkiPublished in: Digit. Signal Process. (2024)
Keyphrases
- preprocessing
- theoretical analysis
- optimization algorithm
- worst case
- experimental evaluation
- detection algorithm
- computational complexity
- learning algorithm
- error bounds
- times faster
- segmentation algorithm
- probabilistic model
- dynamic programming
- theoretical guarantees
- higher order
- high accuracy
- neural network
- objective function
- tight bounds
- computational cost
- learning management systems
- image sequences
- matching algorithm
- similarity measure
- learning process
- cost function
- particle swarm optimization
- online learning
- np hard
- upper bound