Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening.
Cengiz PehlevanDmitri B. ChklovskiiPublished in: Allerton (2015)
Keyphrases
- principal component analysis
- biologically inspired
- associative memory
- hebbian learning
- learning rules
- optimization problems
- optimization algorithm
- global optimization
- face recognition
- constrained optimization
- sparse pca
- principal components analysis
- principal components
- optimization method
- complex systems
- computational model
- dimensionality reduction
- neural network
- complex networks
- network design
- covariance matrix
- optimization model
- spiking neurons
- biologically plausible
- principle component analysis
- general theory
- feature extraction
- theoretical framework
- face images
- computer networks
- linear discriminant analysis