System-on-chip (SoC) designs commonly consist of one or multiple processors (e.g. DSP or reduced instruction set computing (RISC) processors), interconnects, memory sub-systems, DSP hardware ...

Manually redesigning optimizers for each new BBO problem does not scale. Although MetaBBO (Meta-Black-Box Optimization) introduces learning-based paradigms, existing methods learn only a single ...

Learn how to model DSP algorithms in SystemC without being a SystemC expert. These models facilitate hardware/software partitioning, and allow you to consider communication and memory architectures ...

This paper proposes DesignX, the first automated algorithm design framework that jointly learns two sub-tasks—optimizer workflow generation and dynamic hyperparameter control—through dual Transformer ...

While Elon Musk and Mark Zuckerberg debate the dangers of artificial general intelligence, startups applying AI to more narrowly defined problems such as accelerating the performance of sales teams ...