BingoCGN, a scalable and efficient graph neural network accelerator that enables inference of real-time, large-scale graphs through graph partitioning, has been developed by researchers at the ...

SecureLoop is a new search engine that can identify an optimal design for a deep neural network accelerator that preserves data security while improving energy efficiency and boosting performance.

A pair of open-source chip designs built around the RISC-V instruction set are offering researchers and startups a way to run AI workloads without relying on proprietary hardware from Nvidia or other ...

Australian researchers have built an ultra-compact artificial intelligence (AI) chip that is able to make calculations using the power of light, at the speed of light. The nano photonic chip prototype ...

BingoCGN employs cross-partition message quantization to summarize inter-partition message flow, which eliminates the need for irregular off-chip memory access and utilizes a fine-grained structured ...

Insight into high-level synthesis (HLS). Advantages of using HLS with AI acceleration. All things in your life are getting smarter. From the vehicles that will move you around, to the house you live ...

With the proliferation of computationally intensive machine-learning applications, such as chatbots that perform real-time language translation, device manufacturers often incorporate specialized ...