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On the Complexity of Computing and Learning with Multiplicative Neural Networks

✍ Scribed by Schmitt, Michael


Book ID
124097627
Publisher
MIT Press
Year
2002
Tongue
English
Weight
335 KB
Volume
14
Category
Article
ISSN
0899-7667

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We formalize a notion of loading information into connectionist networks that characterizes the training of feed-forward neural networks. This problem is NPcomplete, so we look for tractable subcases of the problem by placing constraints on the network architecture. The focus of these constraints is