Neural Computation
May 1994, Vol. 6, No. 3, Pages 543-558
(doi: 10.1162/neco.1994.6.3.543)
Functionally Equivalent Feedforward Neural Networks
Article PDF (785.14 KB)
Abstract
For a feedforward perceptron type architecture with a single hidden layer but with a quite general activation function, we characterize the relation between pairs of weight vectors determining networks with the same input-output function.