LEGO SA is a reconfigurable systolic array accelerator designed to efficiently execute all matrix shapes found in hybrid CNN + Transformer models (MobileViT). Instead of a rigid fixed-size array, LEGO ...

MatX Inc., a chip startup founded by former Google LLC engineers, has raised $500 million in funding to bring its first product to market. Jane Street and Situational Awareness led the Series B ...

Abstract: Systolic array (SA) architectures have been widely employed in deep learning accelerators with their high computation efficiency. However, the fixed SA structure leads to inefficiency in ...

State-of-the-art antenna design and optimization (D/O) is increasingly being done using Global Search and Optimization (GSO) algorithms such as Ant Colony Optimization (ACO), Particle Swarm ...

ABSTRACT: The objective of this tutorial is to present the fundamental theory of Karp, Miller and Winograd, whose seminal paper laid the foundations regarding the systematic description of the ...

(This is from a discussion w/ @rachitnigam about potentially improving the systolic array frontend so @rachitnigam please feel free to correct me if I'm missing something). Part of the evaluation ...

Abstract: A new systolic array based architecture is introduced for variable block-size motion estimation (VBSME). This comprises a 2D array structure for SAD value computation combined with a ...