  A method for improving the performance of sparse-matrix based parity check
codes is proposed, based on insight gained from methods of statistical physics.
The advantages of the new approach are demonstrated on an existing
encoding/decoding paradigm suggested by Sourlas. We also discuss the
application of the same method to more advanced codes of a similar type.
