Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles.
Sylvain ChartierGyslain GiguèreDominic LangloisRana SioufiPublished in: IJCNN (2009)
Keyphrases
- self organizing maps
- associative memory
- feature extraction
- neural network
- topology preserving
- storage capacity
- competitive learning
- alpha beta
- feature vectors
- kohonen feature map
- auto associative
- unsupervised learning
- image processing
- som neural network
- pattern recognition
- face recognition
- principal component analysis
- k means
- extracted features
- wavelet transform
- input data
- artificial neural networks
- neural network model
- feature space
- feature selection
- dimensionality reduction
- network anomaly detection
- learning process
- pairwise