2022 - On the Verification of Diagnosis Models

Author: Franz Wotawa, Oliver Tazl

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 14 "On the Verification of Diagnosis Models"

Year of publication: 2022

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2022 - AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System

Author: Luiz Angelo Steffenel, Axel Langlet, Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Marcello Copola, Clément Pierlot, Marine Rondeau

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 13 "AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System"

Year of publication: 2022

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2022 - Embedded Edge Intelligent Processing for End-To-End Predictive Maintenance in Industrial Applications

Author: Ovidiu Vermesan, Marcello Coppola

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 12 "Embedded Edge Intelligent Processing for End-To-End Predictive Maintenance in Industrial Applications"

Year of publication: 2022

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2022 - Efficient Edge Deployment Demonstrated on YOLOv5 and Coral Edge TPU

Author: Ruben Prokscha, Mathias Schneider, Alfred Höß

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 11 "Efficient Edge Deployment Demonstrated on YOLOv5 and Coral Edge TPU"

Year of publication: 2022

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2022 - Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms

Author: Simon Narduzzi, Dorvan Favre, Nuria Pazos Escudero, L. Andrea Dunbar

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 10 "Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms"

Year of publication: 2022

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2022 - A Framework for Integrating Automated Diagnosis into Simulation

Author: David Kaufmann and Franz Wotawa

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 9 "A Framework for Integrating Automated Diagnosis into Simulation"

Year of publication: 2022

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2022 - Feasibility of Wafer Exchange for European Edge AI Pilot Lines

Author: Annika Franziska Wandesleben, Delphine Truffier-Boutry, Varvara Brackmann1, Benjamin Lilienthal-Uhlig, Manoj Jaysnkar, Stephan Beckx, Ivan Madarevic, Audde Demarest, Bernd Hintze, Franck Hochschulz, Yannick Le Tiec, Alessio Spessot, Fabrice Nemouchi

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 8 "Feasibility of Wafer Exchange for European Edge AI Pilot Lines"

Year of publication: 2022

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2022 - S2ORC-SemiCause: Annotating and Analysing Causality in the Semiconductor Domain

Author: Xing Lan Liu, Eileen Salhofer, Anna Safont Andreu, Roman Kern

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 7 "S2ORC-SemiCause: Annotating and Analysing Causality in the Semiconductor Domain"

Year of publication: 2022

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2022 - Failure Detection in Silicon Package

Author: Saad Al-Baddai and Jan Papadoudis

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 6 "Failure Detection in Silicon Package"

Year of publication: 2022

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2022 - AI Machine Vision System for Wafer Defect Detection

Author: Dmitry Morits, Marcelo Rizzo Piton, and Timo Laakko

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 5 "AI Machine Vision System for Wafer Defect Detection"

Year of publication: 2022

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2022 - An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction

Author: Dinu Purice, Matthias Ludwig, Claus Lenz

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 4 "An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction"

Year of publication: 2022

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2022 - Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data

Author: Preetha Vijayan, Amirreza Yousefzadeh, Manolis Sifalakis, Rene van Leuken

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 3 "Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data"

Year of publication: 2022

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2022 - Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture

Author: Maarten Molendijk, Kanishkan Vadivel, Federico Corradi, Gert-Jan van Schaik, Amirreza Yousefzadeh, Henk Corporaal

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 2 "Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture"

Year of publication: 2022

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2022 - Benchmarking Neuromorphic Computing for Inference

Author: Simon Narduzzi, Loreto Mateu, Petar Jokic, Erfan Azarkhish, and Andrea Dunbar

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 1 "Benchmarking Neuromorphic Computing for Inference"

Year of publication: 2022

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2022 - Current Challenges of AI Standardisation in the Digitising Industry

Author: Ovidiu Vermesan, Marcello Coppola, Reiner John, Cristina De Luca, Roy Bahr, Giulio Urlini

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 10 "Current Challenges of AI Standardisation in the Digitising Industry"

Year of publication: 2022

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2022 - Ethical Considerations and Trustworthy Industrial AI Systems

Author: Ovidiu Vermesan, Cristina De Luca, Reiner John, Marcello Coppola, Björn Debaillie, Giulio Urlini

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 9 "Ethical Considerations and Trustworthy Industrial AI Systems"

Year of publication: 2022

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2022 - Lesson Learnt and Future of AI Applied to Manufacturing

Author: Valerio Frascolla, Matthias Hummert, Tobias Monsees, Dirk Wübben, Armin Dekorsy, Nicola Michailow, Volkmar Döricht,Christoph Niedermeier, Joachim Kaiser, Arne Bröring, Michael Villnow, Daniel Wessel, Florian Geiser, Matthias Wissel, Alberto Viseras, Bin Han, Björn Richerzhagen, Hans Schotten, Davide Calandra, Fabrizio Lamberti

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 8 "Lesson Learnt and Future of AI Applied to Manufacturing"

Year of publication: 2022

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2022 - Impact of AI and Digital Twins on IIoT

Author:Bin Han, Björn Richerzhagen, Hans Schotten, Davide Calandra, Fabrizio Lamberti

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 7 "Impact of AI and Digital Twins on IIoT"

Year of publication: 2022

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2022 - Artificial Intelligence Advancements for Digitising Industry

Author:Ovidiu Vermesan, Reiner John

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 6 "Artificial Intelligence Advancements for Digitising Industry"

Year of publication: 2022

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2022 - Emerging In-memory Computing for Neural Networks

Author: Nellie Laleni, Taha Soliman, Alptekin Vardar, Thomas Kämpfe

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 5 "Emerging In-memory Computing for Neural Networks"

Year of publication: 2022

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2022 - Using FeFETs as Resistive Synapses in Crossbar-based Analog MAC Accelerating Units

Author: Lei Zhang, David Borggreve, Frank Vanselow, Ralf Brederlow

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 4 "Using FeFETs as Resistive Synapses in Crossbar-based Analog MAC Accelerating Units"

Year of publication: 2022

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2022 - Tools and Methodologies for Training, Profiling, and Mapping a Neural Network on a Hardware Target

Author: Alexandre Valentian, Simon Narduzzi, Muhammad Arsalan, Kay Bierzynski, Stefano Traferro, Preetha Vijayan, Amirreza Yousefzadeh, Manolis Sifalakis, Rene Van Leuken, Dylan Muir, Rashid Ali, Maen Mallah, Bijoy Kundu, Loreto Mateu, Mario Diaz Nava

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 3 "Tools and Methodologies for Training, Profiling, and Mapping a Neural Network on a Hardware Target"

Year of publication: 2022

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2022 - Technology and Hardware for Neuromorphic Computing

Author: Björn Debaillie, Ilja Ocket, Peter Debacker

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 2 "Technology and Hardware for Neuromorphic Computing"

Year of publication: 2022

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2021 - Industrial AI Technologies for Next-Generation Autonomous Operations with Sustainable Performance"

Author: Ovidiu Vermesan, Frédéric Pétrot, Marcello Coppola, Mathias Schneider, Alfred Höß

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 1 "Industrial AI Technologies for Next-Generation Autonomous Operations with Sustainable Performance"

Year of publication: 2022

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2021 - Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility"

Author: Ovidiu Vermesan,Reiner John,Patrick Pype, Gerardo Daalderop, Kai Kriegel, Gerhard Mitic, Vincent Lorentz, Roy Bahr, Hans Erik Sand, Steffen Bockrath and Stefan Waldhör

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Open Traffic Data for Mobility-as-a-Service Applications – Architecture and Challenges"

Author: Mathias Schneider, Mina Marmpena, Haris Zafeiris, Ruben Prokscha, Seifeddine Saadani, Nikolaos Evangeliou, George Bravos and Alfred Höß

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Open Traffic Data for Mobility-as-a-Service Applications – Architecture and Challenges"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.1 "AI-Based Vehicle Systems for Mobility-as-a-Service Application"

Author: Mikko Tarkiainen, Matti Kutila, Topi Miekkala, Sami Koskinen, Jokke Ruokolainen, Sami Dahlman and Jani Toiminen

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.1 "AI-Based Vehicle Systems for Mobility-as-a-Service Application"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.0 "Applications of AI in Transportation Industry"

Authors: Ovidiu Vermesan, Roy Bahr, Ronnie Otto Bellmann, Jøran Edell Martinsen, Anders Kristoffersen, Torgeir Hjertaker, Mathias Schneider, Matti Kutila and Alfred Höß

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.0 "Applications of AI in Transportation Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.5 "AI and IIoT-based Predictive Maintenance System for Soybean Processing"

Author: Ovidiu Vermesan, Roy Bahr, Ronnie Otto Bellmann, Jøran Edell Martinsen, Anders Kristoffersen, Torgeir Hjertaker, John Breiland, Karl Andersen, Hans Erik Sand, Parsa Rahmanpour and David Lindberg

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.5 "AI and IIoT-based Predictive Maintenance System for Soybean Processing"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.4 "Optimisation of Soybean Manufacturing Process Using Real-time Artificial Intelligence of Things Technology"

Author: Ovidiu Vermesan, Jøran Edell Martinsen, Anders Kristoffersen, Roy Bahr, Ronnie Otto Bellmann, Torgeir Hjertaker, John Breiland, Karl Andersen, Hans Erik Sand, Parsa Rahmanpour and David Lindberg

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.4 "Optimisation of Soybean Manufacturing Process Using Real-time Artificial Intelligence of Things Technology"

Year of publication: 2021

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