4.5k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- ETH ZurichCH46 papers
- University of BolognaIT11 papers
- Haute Ecole Arc IngénierieCH4 papers
- HES-SO ArcCH4 papers
- IBM Research - ZurichCH4 papers
- HES-SO University of Applied Sciences and Arts Western SwitzerlandCH3 papers
- National Institute for Materials ScienceJP3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Fondazione Bruno KesslerIT2 papers
- Purdue University West LafayetteUS2 papers
- Rice UniversityUS2 papers
- University of Alabama in HuntsvilleUS2 papers
9 papers · 1 filter
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
Xiaying Wang, Michele Magno, Lukas Cavigelli +1
The growing number of low-power smart devices in the Internet of Things is coupled with the concept of "Edge Computing", that is moving some of the intelligence, especially machine…
Lithiation-delithiation cycles of amorphous Si nanowires investigated by molecular dynamics simulations
Julien Godet, Teute Bunjaku, Mathieu Luisier
The atomistic mechanisms during lithiation and delithiation of amorphous Si nanowires (-SiNW) have been investigated over cycles by molecular dynamics simulations. First, the Mo…
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors
Angelo Garofalo, Manuele Rusci, Francesco Conti +2
We present PULP-NN, an optimized computing library for a parallel ultra-low-power tightly coupled cluster of RISC-V processors. The key innovation in PULP-NN is a set of kernels fo…
Ara: A 1 GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multi-Precision Floating Point Support in 22 nm FD-SOI
Matheus Cavalcante, Fabian Schuiki, Florian Zaruba +2
In this paper, we present Ara, a 64-bit vector processor based on the version 0.5 draft of RISC-V's vector extension, implemented in GlobalFoundries 22FDX FD-SOI technology. Ara's…
An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engine for Autonomous Nano-UAVs
Daniele Palossi, Francesco Conti, Luca Benini
Nano-size unmanned aerial vehicles (UAVs), with few centimeters of diameter and sub-10 Watts of total power budget, have so far been considered incapable of running sophisticated v…
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-ready 1.7GHz 64bit RISC-V Core in 22nm FDSOI Technology
Florian Zaruba, Luca Benini
The open-source RISC-V ISA is gaining traction, both in industry and academia. The ISA is designed to scale from micro-controllers to server-class processors. Furthermore, openness…
Online Anomaly Detection in HPC Systems
Andrea Borghesi, Antonio Libri, Luca Benini +1
Reliability is a cumbersome problem in High Performance Computing Systems and Data Centers evolution. During operation, several types of fault conditions or anomalies can arise, ra…
One-dimensional edge contacts to a monolayer semiconductor
Achint Jain, Áron Szabó, Markus Parzefall +6
Integration of electrical contacts into van der Waals (vdW) heterostructures is critical for realizing electronic and optoelectronic functionalities. However, to date no scalable m…
Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools
Miguel de Prado, Jing Su, Rabia Saeed +9
Next generation of embedded Information and Communication Technology (ICT) systems are collaborative systems able to perform autonomous tasks. The remarkable expansion of the embed…