Edge AI accelerators have been emerging as a solution for near customers' applications in
areas such as unmanned aerial vehicles (UAVs), image recognition sensors, wearable …

Emerging communication technologies, such as 5G and beyond, have introduced diverse
requirements that demand high performance and energy efficiency at all levels …

This paper presents Morpher, an open-source endto-end compilation and simulation
framework, to assist design space exploration and application-level developments of CGRA …

Coarse-grained reconfigurable architecture (CGRA) is a promising accelerator design
choice due to its high performance and power efficiency in the computation or data-intensive …

With the end of Dennard scaling and Moore's law, it is becoming increasingly difficult to build
hardware for emerging applications that meet power and performance targets, while …

In a biometrics scenario, gallery images are enrolled into the database ahead of the
matching step, which gives us the opportunity to build related data structures before the …

IoT devices use ultra-low-power micro-controllers that cannot handle the performance
demands of emerging compute-intensive applications. Accelerators can be added to …

Coarse-grained reconfigurable architecture (CGRA), composed of word-level processing
elements (PEs) and interconnects, has emerged as a promising architecture due to its high …

Abstract The Artificial Neural Networks (ANNs), like CNN/DNN and LSTM, are not
biologically plausible. Despite their initial success, they cannot attain the cognitive …

In this paper, we present a novel synchoros VLSI design scheme that discretizes space
uniformly. Synchoros derives from the Greek word chóros for space. We propose raising the …