Iterative matrix inversion on a systolic array: a case of algorithm integration

Abstract

This paper describes the implementation of the Pan-Reif iterative algorithm for matrix inversion on the re-usable systolic processor array for matrix multiplication. The calculation of initial approximations, matrix norms and matrix transposition are implemented on the same processor array. Further the inversion of several special matrices is also discussed. All phases of the iterative algorithm are integrated so that they can be executed without any communication with a host system. The parallel algorithms and the systolic designs were implemented using Occam.

Keywords:

• Iterative matrix inversion
• systolic array
• Occam implementation

C.R Categories:

• G.1.3
• F.1.1
• F.2.1
• B7.1

^*On leave from Informatics Centre, University of Macedonia, Thessaloniki, Greece.

^*On leave from Informatics Centre, University of Macedonia, Thessaloniki, Greece.

Notes

^*On leave from Informatics Centre, University of Macedonia, Thessaloniki, Greece.