Method and apparatus for pattern mapping system with self-reliability check

A pattern mapping system provides indication of reliability of pattern or category selection indicated by output nodes. The indication of reliability includes a quantitative indication of error in the output and an indication when training is insufficient for the system to respond to the input pattern accurately.