Only binary input-output values

• This was remedied in 1960 by Widrow and Hoff

• The resulting rule was called the delta-rule

• It was first mainly applied by engineers

• This rule was much later shown to be equivalent to the Rescorla-Wagner rule (1976) that describes animal conditioning very well