Unsupervised learning in neural computation.

DOI10.1016/S0304-3975(02)00160-3zbMath1061.68129MaRDI QIDQ1853464

Erkki Oja

Publication date: 21 January 2003

Published in: Theoretical Computer Science (Search for Journal in Brave)

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

A Taxonomy for Spatiotemporal Connectionist Networks Revisited: The Unsupervised Case

Uses Software

• FastICA
• SOM

Cites Work

• Blind separation of sources. I: An adaptive algorithm based on neuromimetic architecture
• Auto-association by multilayer perceptrons and singular value decomposition
• A simplified neuron model as a principal component analyzer
• Multilayer feedforward networks are universal approximators
• Neural fitting: Robustness by anti-Hebbian learning
• Temporal BYY learning for state space approach, hidden Markov model, and blind source separation
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