Abstract: Edge computing has been widely used to deploy and service deep learning applications. Equipped with GPUs, edge nodes can process concurrent incoming inference requests of the deep learning ...

A developer leans back in frustration after another training run. A significant amount of work was spent over many months fine-tuning a large language model. Data pipelines were expanded, and compute ...

All eyes are on the chip maker as it prepares a full-court press into a new process technology, spearheaded by chips for ...

Abstract: A binarized neural-network (BNN) accelerator macro is developed based on a processing-in-memory (PIM) architecture having the ability of eight-parallel multiply-accumulate (MAC) processing.

A few years ago, researchers in Michal Lipson's lab noticed something remarkable. They were working on a project to improve ...

Scientists have achieved a breakthrough in analog computing, developing a programmable electronic circuit that harnesses the ...