Maybe someone can clear this up for me. I always thought it was already obvious that neural networks, artificial or otherwise, are symbol systems. Some input pattern reliably associated with some output pattern is, nearly by definition, a symbol. No? Am I just using the word symbol differently than researchers in these fields?