299 citations
- American Rock Mechanics AssociationUS2 papers
- ETH ZurichCH2 papers
- Imperial College LondonGB2 papers
- Newcastle UniversityGB2 papers
- N. I. Lobachevsky State University of Nizhny NovgorodRU2 papers
- University College LondonGB2 papers
- University of BristolGB2 papers
- University of CambridgeGB2 papers
- University of LeicesterGB2 papers
- Beijing Institute of TechnologyCN1 paper
- Eindhoven University of TechnologyNL1 paper
- Fraunhofer Institute for Experimental Software EngineeringDE1 paper
Showing cs.LGShow all
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cs.LG2022
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics
Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi +4
The IoT vision of a trillion connected devices over the next decade requires reliable end-to-end connectivity and automated device management platforms. While we have seen successf…
cs.LG2020★ 11 cited
Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs
Miguel de Prado, Andrew Mundy, Rabia Saeed +3
The spread of deep learning on embedded devices has prompted the development of numerous methods to optimise the deployment of deep neural networks (DNN). Works have mainly focused…
cs.LG2019★ 6 cited
Training DNN IoT Applications for Deployment On Analog NVM Crossbars
Fernando García-Redondo, Shidhartha Das, Glen Rosendale
A trend towards energy-efficiency, security and privacy has led to a recent focus on deploying DNNs on microcontrollers. However, limits on compute and memory resources restrict th…