Investigating Learning Parameters in a Standard 2-D SOM Model to Select Good Maps and Avoid Poor Ones.
Hiong Sen TanSusan E. GeorgePublished in: Australian Conference on Artificial Intelligence (2004)
Keyphrases
- computational model
- probabilistic model
- mathematical model
- learning phase
- self organizing maps
- parameter estimation
- input data
- machine learning
- prior knowledge
- learning algorithm
- learning process
- neural network
- experimental data
- parameter learning
- linear model
- sensitivity analysis
- parametric models
- parameter values
- prediction model
- neural network model
- parameter space
- mobile robot
- conceptual model
- maximum likelihood