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Compiler-Driven Simulation of Reconfigurable Hardware Accelerators ...
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Innovative Vineyards Environmental Monitoring System Using Deep Edge AI
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Coppola, Marcello; Noaille, Louis; Pierlot, Clément; Ouvinha De Oliveira, Rachel; Gaveau, Nathalie; Rondeau, Marine; Mohimont, Lucas; Steffenel, Luiz Angelo; Sindaco, Simone; Salmon, Tullio
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In: Artificial Intelligence for Digitising Industry Applications ; https://hal.univ-reims.fr/hal-03355270 ; Artificial Intelligence for Digitising Industry Applications, River Publishers, pp.261-278, 2021, 9788770226646 ; https://www.riverpublishers.com/research_details.php?book_id=967 (2021)
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Abstract:
International audience ; With a turnover of more than 4.2 billion euros in 2020 and a 20% share in the value of the French wine industry's exports, the champagne industry represents a considerable weight in the French economy. In this context of significant economic development, the issue of climate change has been added, calling into question the practices and means of production of the sector. The challenges related to global warming and an ever-increasing demand for yield can be addressed using the Internet of Things (IoT) and Artificial Intelligence (AI) technologies to benefit champagne production and answer these challenges. This article presents a solution to optimise Vranken Pommery products' quality and make environmentally friendly decisions by using intelligent sensors distributed as close as possible to the production and storage facilities to collect data. These sensors use LoRaWAN technology and protocol to communicate. The system integrates components capable of hosting artificial intelligence algorithms and using advanced microcontrollers that allow for intelligent communication network implementation while reducing power consumption and deployment costs.
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Keyword:
[INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR]; [INFO.INFO-DC]Computer Science [cs]/Distributed; [SDV.SA.STA]Life Sciences [q-bio]/Agricultural sciences/Sciences and technics of agriculture; AI-based microcontrollers; and Cluster Computing [cs.DC]; artificial intelligence; champagne; deep edge AI; internet of things; LoRaWAN; Parallel; vineyards
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URL: https://hal.univ-reims.fr/hal-03355270/file/RP_9788770226639C23.pdf
https://hal.univ-reims.fr/hal-03355270
https://hal.univ-reims.fr/hal-03355270/document
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Elastic Silicon Interconnects: Abstracting Communication in Accelerator Design ...
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HIR: An MLIR-based Intermediate Representation for Hardware Accelerator Description ...
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Hand-gesture recognition based on EMG and event-based camera sensor fusion: a benchmark in neuromorphic computing
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In: ISSN: 1662-4548 ; EISSN: 1662-453X ; Frontiers in Neuroscience ; https://hal.archives-ouvertes.fr/hal-02617084 ; Frontiers in Neuroscience, Frontiers, 2020, pp.36 ; https://www.frontiersin.org/ (2020)
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Written and spoken digits database for multimodal learning
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In: https://hal.archives-ouvertes.fr/hal-02327938 ; 2019 (2019)
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Adaptation and Implementation of the ISO42010 Standard to Software Design and Modeling Tools
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In: Model-Driven Engineering and Software Development. MODELSWARD 2018, Communications in Computer and Information Science ; https://hal-cea.archives-ouvertes.fr/cea-02572737 ; Model-Driven Engineering and Software Development. MODELSWARD 2018, Communications in Computer and Information Science, pp.236-258, 2019, ⟨10.1007/978-3-030-11030-7_11⟩ (2019)
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An LSTM-Based Neural Network Architecture for Model Transformations
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In: 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems (MODELS) ; https://hal-cea.archives-ouvertes.fr/cea-02572669 ; 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems (MODELS), Sep 2019, Munich, Germany. pp.294-299, ⟨10.1109/MODELS.2019.00013⟩ (2019)
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Preface to MDE Intelligence 2019: 1st Workshop on Artificial Intelligence and Model-Driven Engineering
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In: 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) ; https://hal-cea.archives-ouvertes.fr/cea-02572659 ; 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Sep 2019, Munich, Germany. pp.168-169, ⟨10.1109/MODELS-C.2019.00028⟩ (2019)
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The Future of Model Transformation Languages: An Open Community Discussion.
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In: ISSN: 1660-1769 ; The Journal of Object Technology ; https://hal-cea.archives-ouvertes.fr/cea-02572743 ; The Journal of Object Technology, Chair of Software Engineering, 2019, 18 (3), pp.7:1. ⟨10.5381/jot.2019.18.3.a7⟩ (2019)
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A Model Driven Tool for Requirements and Hardware Engineering
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In: 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) ; https://hal-cea.archives-ouvertes.fr/cea-02572673 ; 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Sep 2019, Munich, Germany. pp.769-773, ⟨10.1109/MODELS-C.2019.00120⟩ (2019)
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On the Need for Intellectual Property Protection in Model-Driven Co-Engineering Processes
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In: International Conference on Evaluation and Modeling Methods for Systems Analysis and Development ; https://hal-cea.archives-ouvertes.fr/cea-02572729 ; International Conference on Evaluation and Modeling Methods for Systems Analysis and Development, Jun 2019, Rome, Italy. pp.169-177, ⟨10.1007/978-3-030-20618-5_12⟩ ; https://www.emmsad.org/2019-program (2019)
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Belief Uncertainty in Software Models
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In: 2019 IEEE/ACM 11th International Workshop on Modelling in Software Engineering (MiSE) ; https://hal-cea.archives-ouvertes.fr/cea-02572731 ; 2019 IEEE/ACM 11th International Workshop on Modelling in Software Engineering (MiSE), May 2019, Montreal, Canada. pp.19-26, ⟨10.1109/MiSE.2019.00011⟩ (2019)
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Using augmented reality with speech input for non-native children's language learning
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The 3D indoor deployment in DL-IoT with experimental validation using a particle swarm algorithm based on the dialects of songs
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In: Proceedings of IWCMC 2018 ; 14th International Wireless Communications and Mobile Computing Conference (IWCMC 2018) ; https://hal.archives-ouvertes.fr/hal-02883831 ; 14th International Wireless Communications and Mobile Computing Conference (IWCMC 2018), Jun 2018, Limassol, Cyprus. pp.928-933, ⟨10.1109/IWCMC.2018.8450473⟩ (2018)
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Cognifying Model-Driven Software Engineering
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In: Software Technologies: Applications and Foundations ; https://hal-cea.archives-ouvertes.fr/cea-02572650 ; Software Technologies: Applications and Foundations, pp.154-160, 2018, ⟨10.1007/978-3-319-74730-9_13⟩ (2018)
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High-Level Synthesis Using Application-Specific Arithmetic: A Case Study
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In: https://hal.archives-ouvertes.fr/hal-01502644 ; 2017 (2017)
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Bridging High-Level Synthesis and Application-Specific Arithmetic: The Case Study of Floating-Point Summations
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In: 27th International Conference on Field-Programmable Logic and Applications (FPL) ; https://hal.inria.fr/hal-01373954 ; 27th International Conference on Field-Programmable Logic and Applications (FPL), IEEE, Sep 2017, Gent, Belgium. pp.8 (2017)
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