Weight Value Convergence of the SOM Algorithm for Discrete Input.
Siming LinJennie SiPublished in: Neural Comput. (1998)
Keyphrases
- input data
- k means
- learning algorithm
- detection algorithm
- optimization algorithm
- high accuracy
- computational complexity
- cost function
- np hard
- dynamic programming
- weight update
- worst case
- weighting scheme
- simulated annealing
- rapid convergence
- significant improvement
- objective function
- neural gas
- kohonen self organizing map
- convex hull
- particle swarm optimization
- computational cost
- experimental evaluation
- similarity measure