The document introduces a novel reconfigurable hardware architecture for computing polynomial matrix multiplication (PMM) of polynomial matrices and/or vectors. The architecture exploits an extension of the fast convolution technique to multiple inputs and outputs. It is implemented using a highly pipelined and partly systolic FPGA architecture designed with the Xilinx system generator tool. Hardware simulations show the architecture accurately computes PMM with low execution times and limited FPGA resources.