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Previous: Networks That Deal With Time
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- Usefulness
Generalizability
- Understandability (cannot explain results)
Self-structuring neural networks
Add/delete nodes and links until error is minimized
- Networks and expert systems
Can we learn rules corresponding to network?
- Input background knowledge
Predefined structure, weights
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- Computational complexity
Blum and Rivest in 1992 proved that training even a three-node network
is NP Complete
- Inductive bias is smooth interpolation between data points
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