Pulse 3.0 includes a new compiler architecture with intermediate representation (IR), semantic analysis, and optional static type checking.

Abstract: Edge Generative AI (Gen-AI) inference has become prevalent in every aspect of the society. Present flagship edge products, however, fail to achieve high performance on Gen-AI models for the ...

We’ve celebrated an extraordinary breakthrough while largely postponing the harder question of whether the architecture we’re scaling can sustain the use cases promised.

Artificial intelligence has been bottlenecked less by raw compute than by how quickly models can move data in and out of memory. A new generation of memory-centric designs is starting to change that, ...

Abstract: Deep neural networks (DNNs) have revolutionized fields like image recognition and natural language processing but face limitations with traditional von Neumann architectures due to high ...