Note on interpolation on the hypercube by means of sigma-pi neural networks

In this note, we sketch the construction of a quite easy interpolation process on the hypercube, which can be put into the framework of a three-layer feed-forward neural network based on sigma–pi units. Detailed learning and recall algorithms and concrete examples are also included.