Discussion on machine learning (ML) and hardware design has been picking up significantly in two fascinating areas: how ML can advance hardware design methods and how hardware design methods can advance building ML systems. Here I’ll talk about the latter, particularly about architecting ML-enabled SoCs. This approach is … Read More
System-level Power and Performance Optimization of AI SoC Architectures
The investment into tackling AI hardware acceleration has grown at breakneck speeds, with many vendors starting 2nd, 3rd, or 4th generation designs. Due to the fierce competition and ever-growing application opportunities for AI, machine learning algorithms, and compilers, architectures are evolving rapidly and branching… Read More