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6

NN
2008
Springer

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Some neural networks compute, others don't

13 years 4 months ago

Some neural networks compute, others don't

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I address whether neural networks perform computations in the sense of computability theory and computer science. I explicate and defend the following theses. (1) Many neural networks compute--they perform computations. (2) Some neural networks compute in a classical way. Ordinary digital computers, which are very large networks of logic gates, belong in this class of neural networks. (3) Other neural networks compute in a non-classical way. (4) Yet other neural networks do not perform computations. Brains may well fall into this last class. c 2008 Published by Elsevier Ltd

Gualtiero Piccinini

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Added	14 Dec 2010
Updated	14 Dec 2010
Type	Journal
Year	2008
Where	NN
Authors	Gualtiero Piccinini

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