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Matrix multiplication is a computation intensive operation and plays an important role in many scientific and engineering applications. For high performance applications, this operation must be realized in hardware. This paper presents a parallel architecture for the multiplication of two matrices using field programmable gate array (FPGA). The proposed architecture employs advanced design techniques and exploits architectural features of FPGA. Results show that it provides performance improvements over previously reported hardware implementation. FPGA implementation results are presented and discussed.