Factoring Networks by a Statistical Method
Nelson H. Morgan, Hervé A. Bourlard · Neural Computation · 1992
We show that it is possible to factor a multilayered classification network with a large output layer into a number of smaller networks, where the product of the sizes of the output layers equals the size of the original output layer. No assumptions of statistical independence are required.