How to Solve the N Bit Encoder Problem with Just Two Hidden Units
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I demonstrate that it is possible to construct a three-layer network of the standard feedforward architecture that can solve the N input-N output encoder problem with just two hidden units.
[1] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .