no code implementations • 16 Apr 2021 • Andreas Kurth, Fabian Schuiki, Luca Benini
This document presents implementations of fundamental convolutional neural network (CNN) layers on the Manticore cluster-based many-core architecture and discusses their characteristics and trade-offs.
1 code implementation • 7 Apr 2020 • Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini
These tools are monolithic and mostly proprietary, disagree in their implementation of HDLs, and while many redundant IRs exists, no IR today can be used through the entire circuit design flow.
Programming Languages
2 code implementations • 18 Dec 2017 • Andreas Kurth, Pirmin Vogel, Alessandro Capotondi, Andrea Marongiu, Luca Benini
Heterogeneous embedded systems on chip (HESoCs) co-integrate a standard host processor with programmable manycore accelerators (PMCAs) to combine general-purpose computing with domain-specific, efficient processing capabilities.
Hardware Architecture Distributed, Parallel, and Cluster Computing