Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets.
Daniel Gutierrez-GalanJuan Pedro Dominguez-MoralesRicardo Tapiador-MoralesAntonio Rios-NavarroManuel Jesus Domínguez-MoralesAngel Jiménez-FernandezAlejandro Linares-BarrancoPublished in: IWANN (1) (2017)
Keyphrases
- self organizing maps
- neural network
- training dataset
- competitive learning
- neural gas
- unsupervised learning
- input data
- topology preserving
- pattern recognition
- feature maps
- training data
- growing neural gas
- learning process
- k means
- dimensionality reduction
- database
- data processing
- training set
- object recognition
- computer vision
- visualization methods
- learning algorithm
- som neural network