A learning machine having a decision element, a comparator, a learning pulse generator, a monostable circuit, a multistable circuit, a control switch circuit and a signal delay circuit. All these circuits are in the form of logic circuits whereby the machine can fully automatically and digitally be controlled until an actual output derived in response to application of input patterns coincides with a desired output value for the correct classification of the input patterns.