Network generalization for production: Learning and producing styled letterforms

We designed and trained a connectionist network to generate letterfonns in a new font given just a few exemplars from that font. It was necessary to have separate but interconnected hidden units for " letter" and "font" representations - several alternative architectures were not successful.