A receiver for high bitrate binary signals contains a soft decision circuit with three parallel deciders coupled to a 2:1 multiplexer. The three deciders have different threshold values and generate four potential states. The 2:1 multiplexer translates the four different states into a restored data signal and a reliability signal indicating the decision reliability.