Approximate Computing for Power and Energy Optimisation

Rezultaty

Project website established

Intermediate List of Publications, first 18 months

Intermediate List of Publications first 18 months

Press release on the network launch (after recruitments)

Publikacje

Autorzy: Grenier, Antoine; Lohan, Elena Simona; Ometov, Aleksandr; Nurmi, Jari
Opublikowane w: IEEE Communications Surveys & Tutorials, Numer Volume: 25, Numer: 3, thirdquarter 2023, 2023, ISSN 1553-877X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/comst.2023.3265841

Adaptive approximate computing in edge AI and IoT applications: A review

Autorzy: Hans Jakob Damsgaard, Antoine Grenier, Dewant Katare, Zain Taufique, Salar Shakibhamedan, Tiago Troccoli, Georgios Chatzitsompanis, Anil Kanduri, Aleksandr Ometov, Aaron Yi Ding, Nima Taherinejad, Georgios Karakonstantis, Roger Woods, Jari Nurmi
Opublikowane w: Journal of Systems Architecture, Numer Volume 150, May 2024, 103114, 2024, ISSN 1383-7621
Wydawca: Elsevier BV
DOI: 10.1016/j.sysarc.2024.103114

Approximate computing in B5G and 6G wireless systems : A survey and future outlook

Autorzy: Damsgaard, Hans Jakob; Ometov, Aleksandr; Mowla, Md Munjure; Flizikowski, Adam; Nurmi, Jari
Opublikowane w: Computer Networks, Numer Volume 233, September 2023, 109872, 2023, ISSN 1389-1286
Wydawca: Elsevier BV
DOI: 10.1016/j.comnet.2023.109872

A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services

Autorzy: Katare, Dewant; Perino, Diego; Nurmi, Jari; Warnier, Martijn; Janssen, Marijn; Ding, Aaron Yi
Opublikowane w: IEEE Communications Surveys & Tutorials, Numer Volume: 25, Numer: 4, Fourthquarter 2023, 2023, ISSN 1553-877X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/comst.2023.3302474

Hard SyDR: A Benchmarking Environment for Global Navigation Satellite System Algorithms

Autorzy: Antoine Grenier; Jie Lei; Hans Jakob Damsgaard; Enrique S. Quintana-Ortí; Aleksandr Ometov; Elena Simona Lohan; Jari Nurmi
Opublikowane w: Sensors, Vol 24, Iss 2, p 409, Numer 5, 2024, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24020409

Towards Smarter Positioning through Analyzing Raw GNSS and Multi-Sensor Data from Android Devices: A Dataset and an Open-Source Application

Autorzy: Grenier, Antoine; Lohan, Elena Simona; Ometov, Aleksandr; Nurmi, Jari
Opublikowane w: Electronics, Numer 16, 2023, ISSN 2079-9292
Wydawca: MDPI
DOI: 10.3390/electronics12234781

Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review

Autorzy: Damsgaard, Hans Jakob; Ometov, Aleksandr; Nurmi, Jari
Opublikowane w: ACM Computing Surveys, 2022, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3572772

An Open-Source Software-Defined Receiver for GNSS Algorithms Benchmarking

Autorzy: Grenier, Antoine; Lohan, Elena-Simona; Ometov, Aleksandr; Nurmi, Jari
Opublikowane w: 14th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT), 2022
Wydawca: IEEE
DOI: 10.1109/ICUMT57764.2022.9943489

Energy-aware Adaptive Approximate Computing for Deep Learning Applications

Autorzy: Nima TaheriNejad; Salar Shakibhamedan
Opublikowane w: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022
Wydawca: IEEE
DOI: 10.1109/ISVLSI54635.2022.00072

Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic

Autorzy: Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Opublikowane w: 2022 IEEE 23rd Latin American Test Symposium (LATS), 2022, ISBN 978-1-6654-5707-1
Wydawca: IEEE
DOI: 10.1109/LATS57337.2022.9936999

Implementation of Embedded Multiple Signal Classification Algorithm for Mesh IoT Networks

Autorzy: Tiago Troccoli, Juho Pirskanen, Aleksandr Ometov, Jari Nurmi, Ville Kaseva
Opublikowane w: International Conference on Localization and GNSS, 2022
Wydawca: IEEE
DOI: 10.1109/icl-gnss54081.2022.9797023

Precision Tuning in Parallel Applications

Autorzy: Magnani, Gabriele; Denisov, Lev; Cattaneo, Daniele; Agosta, Giovanni
Opublikowane w: Open Access Series in Informatics (OASIcs), 2022, Strona(/y) 5:1-5:9, ISBN 978-3-95977-231-0
Wydawca: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
DOI: 10.4230/OASIcs.PARMA-DITAM.2022.5

Spiking Neural Network Data Reduction via Interval Arithmetic

Autorzy: saeedi, sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Opublikowane w: Silicon Errors in Logic – System Effects (SELSE) Workshop, 2022
Wydawca: IEEE
DOI: 10.5281/zenodo.6581443

Towards Coarse-Grained Reconfigurable Approximate Computing with CGRAgen

Autorzy: Damsgaard, Hans Jakob; Ometov, Aleksandr; Nurmi, Jari
Opublikowane w: 33rd International Conference on Field-Programmable Logic and Applications (FPL), Numer 361-362, 2023, ISBN 979-8-3503-4151-5
Wydawca: IEEE
DOI: 10.1109/fpl60245.2023.00067

Hardware and Software Support for Mixed Precision Computing: a Roadmap for Embedded and HPC Systems

Autorzy: Fornaciari W.; Agosta G.; Cattaneo D.; Denisov L.; Galimberti A.; Magnani G.; Zoni D.
Opublikowane w: Design, Automation & Test in Europe Conference & Exhibition (DATE), Numer 23, 2023, ISBN 979-8-3503-9624-9
Wydawca: IEEE
DOI: 10.23919/date56975.2023.10137092

Input-Aware Approximate Computing

Autorzy: Ali Piri; Sepide Saeedi; Mario Barbareschi; Bastien Deveautour; Stefano Di Carlo; Ian O'Connor; Alessandro Savino; Marcello Traiola; Alberto Bosio
Opublikowane w: 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2022, ISBN 978-1-6654-7933-2
Wydawca: IEEE
DOI: 10.1109/aqtr55203.2022.9801944

Mixed Precision in Heterogeneous Parallel Computing Platforms via Delayed Code Analysis

Autorzy: Daniele Cattaneo, Alberto Maggioli, Gabriele Magnani, Lev Denisov, Shufan Yang, Giovanni Agosta, Stefano Cherubin
Opublikowane w: Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2023) - LNCS, Numer 14385, 2023, ISSN 0302-9743
Wydawca: Springer Verlag
DOI: 10.1007/978-3-031-46077-7_33

GEMM-Like Convolution for Deep Learning Inference on the Xilinx Versal

Autorzy: Lei, Jie; Martínez, Héctor; Flich, José; Quintana-Ortí, Enrique S.
Opublikowane w: Lecture Notes in Computer Science, Numer 13999, 2023, ISSN 1611-3349
Wydawca: Springer
DOI: 10.1007/978-3-031-40843-4_44

Rezultaty

Publikacje

Udostępnij tę stronę

Pobierz