Matrix Multiply Unit: Architecture, Pipelining, and Verification Techniques
The Matrix Multiply Unit (MMU) is the computational powerhouse at the core of every AI accelerator, enabling the rapid execution of neural network operations that drive today’s intelligent systems. In this article, we unravel the architectural choices, design strategies, and rigorous verification methods that go into building a high-performance MMU. Whether you’re a hardware designer, verification engineer, or AI enthusiast, you’ll gain practical insights into optimizing matrix multiplication for speed, efficiency, and reliability – empowering your next AI hardware project.