Speaker
Riduan Khaddam Aljameh
(Axelera.AI)
Description
This presentation will delve into Axelera AI’s cutting-edge technology, which combines proprietary Digital In-Memory Computing (D-IMC) and RISC-V controlled dataflow to revolutionize computer vision on edge devices. Our innovative platform integrates in-memory processing with SRAM cells that perform in-place matrix-vector multiplications, dramatically enhancing speed and efficiency. Additionally, leveraging the open-source RISC-V ISA, we enhance our platform's capabilities for Edge AI applications. We will demonstrate how this technology achieves superior performance at a lower cost and energy consumption, setting new standards in AI acceleration.
Author
Riduan Khaddam Aljameh
(Axelera.AI)