Design and FPGA Implementation of Systolic Array Architecture for Matrix Multiplication

FPGA Architecture for the Implementation Of Polynomial Matrix Multiplication

In this paper, the Polynomial Matrix Multiplication (PMM) of polynomial vectors and/or polynomial matrices have been introduced. This method provides an improvement of the fast convolution technique to multiple inputs multiple output systems (MIMO). It is devoted to the hardware implementation of PMM. The hardware implementation of this method is achieved via partly systolic, field programmable...

Design and FPGA Implementation of Systolic Array Architecture for Full Search Block Matching Algorithm

In digital video coding applications, adjacent frames look similar and changes are due to the movement of the object or the camera. So their spatial and temporal redundancy must be exploited to obtain reduced data to store and transmit. The motion between two consecutive images can be estimated using Full Search Block Matching Algorithm (FSBMA). This algorithm determines motion by pixel-by-pixe...

FPGA Implementation of Optimal Planar Systolic Arrays for Orthogonal Matrix Multiplication

In this paper, optimal 2-D Systolic Arrays for orthogonal matrix multiplication, as much as the corresponding hardware implementation is investigated. The selected platform is a FPGA (Field Programmable Gate Array) device since, in systolic computing, FPGAs can be used as dedicated computers in order to perform certain computations at very high frequencies. The description language used as an e...

Sparse Matrix-Vector Multiplication FPGA Implementation

Matrix-Matrix Multiplication Using Systolic Array Architecture in Bluespec Team SegFault

Computing matrix products is both a central operation in many numerical algorithms and potentially time consuming, making it one of the most well-studied problems in numerical computing. Various algorithms have been devised for computing C = AB, especially for large matrices. Mapping such algorithms to custom or general purpose hardware architecture is always a challenging task. By having a cus...