This project demonstrates a high-performance, open-source systolic array accelerator designed for efficient matrix-based computation. The system implements a 35x35 processing element (PE) array, ...

Abstract: Multiplication is a fundamental operation in neural network models. However, signed multibit multiplication and accumulation (MAC) pose significant challenges, primarily due to the ...

Using embedded-array programmable logic, it's possible to build multipliers that run faster than previous programmable-logic implementations. With the method shown here, you can make 4×4 multipliers ...

Performance analysis comparing sequential execution with three parallel libraries - OpenMP, MPI, and Pthreads - for matrix multiplication. The objective was to observe how each model scales with ...