Project Publications

2021 - Antworten von M. Eng. Mathias Schneider und Prof. Dr.-Ing. Alfred Höß, OTH Amberg-Weiden

Author: Alfred Hoess

Title: Antworten von M. Eng. Mathias Schneider und Prof. Dr.-Ing. Alfred Höß, OTH Amberg-Weiden

Year of publication: 2021

Published in: europaregion

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2021 - XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodes

Author: Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Benini, Luca; Rossi, Davide

Title: XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodess

Year of publication: 2021

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2021 - Vers des Modèles IA pour l'Estimation du Rendement en Viticulture

Author: Luiz Angelo Steffenel, et al

Title: Vers des Modèles IA pour l'Estimation du Rendement en Viticulture

Year of publication: 2021

Published in: 1er Colloque 2021 sur l’émergence de TERritoires INTelligents (TERINT2021)

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2021 - Using Ontologies in Failure Analysis

Author: Anna Safont-Andreu, et al

Title: Using Ontologies in Failure Analysis

Year of publication: 2021

Published in:

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2021 - Testumgebung für Edge Computing in Intelligenten Transportsystemen (ITS)

Author: Mathias Schneider, Seifeddine Saadani, Ruben Prokscha, Alfred Höß

Title: Testumgebung für Edge Computing in Intelligenten Transportsystemen (ITS)

Year of publication: 2021

Published in: OTH website

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2021 - Report Classification for Semiconductor Failure Analysis

Author: Anna Safont-Andreu, et al

Title: Report Classification for Semiconductor Failure Analysis

Year of publication: 2021

Published in:

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2021 - PUBNet - Boundary Enhanced Semantic Segmentation Network for High Resolution Electron Microscope Images

Author: SC2.4

Title: PUBNet - Boundary Enhanced Semantic Segmentation Network for High Resolution Electron Microscope Images

Year of publication: 2021

Published in:

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2021 - Model-based Reasoning using Answer Set Programming

Author: Franz Wotawa, David Kaufmann

Title: Model-based Reasoning using Answer Set Programming

Year of publication: 2020

Published in:

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2021 - KI-basierte Optimierung von Daten-Pipelines

Author: Ruben Prokscha, et al

Title: KI-basierte Optimierung von Daten-Pipelines

Year of publication: 2021

Published in:

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2021 - Integrating multiple observation sets into consistency-based diagnosis

Author: Franz Wotawa

Title: Integrating multiple observation sets into consistency-based diagnosis

Year of publication: 2021

Published in: 32nd International Workshop on Principle of Diagnosis

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2021 - DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

Author: Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Conti, Francesco

Title: DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

Year of publication: 2021

Published in: IEEE Transactions on Computers

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2021 - Deploying Deep Neural Networks on Edge Devices for Grape Segmentation Mathias

Author: M. Roesler at al

Title: Deploying Deep Neural Networks on Edge Devices for Grape Segmentation Mathias

Year of publication: 2021

Published in: International Conference on Smart and Sustainable Agriculture (SSA'2021)

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2021 - Comparison of Machine Learning and Deep Learning Methods for Grape Cluster Segmentation

Author: L. Mohimont, et al

Title: Comparison of Machine Learning and Deep Learning Methods for Grape Cluster Segmentation

Year of publication: 2021

Published in: 

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

Author: Ovidiu Vemersan, et al

Title: Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility

Year of publication: 2021

Published in:

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2021 - Automated Diagnosis of Cyber-Physical Systems

Author: Franz Wotawa, et al

Title: Model-based Reasoning using Answer Set Programming

Year of publication: 2020

Published in:

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2021 - AI for Semiconductor and Industrial Machinery Industries

Author: SC2 and SC3 partners

Title: PUBNet - Boundary Enhanced Semantic Segmentation Network for High Resolution Electron Microscope Images

Year of publication: 2021

Published in:

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2020 - State of Charge Estimation using Recurrent Neural Networks with Long Short-Term Memory for Lithium-Ion Batteries

Author: S. Bockrath, A. Rosskopf, S. Koffel, S. Waldhör, K. Srivastava, V.R.H. Lorentz

Title: State of Charge Estimation using Recurrent Neural Networks with Long Short-Term Memory for Lithium-Ion Batteries

Year of publication: 2020

Published in: IEEE 45th Annual Conference of the Industrial Electronics Society

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2020 - Speed Control of PMSM with Finite Control Set Model Predictive Control Using General-purpose Computing on GPU

Author: Michal Kozubik and Pavel Vaclavek

Title: Speed Control of PMSM with Finite Control Set Model Predictive Control Using General-purpose Computing on GPU

Year of publication: 2020

Published in: IEEE IECON 2020 conference

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2020 - Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC

Author: Ahmet Erdem; Cristina Silvano; Thomas Boesch; Andrea C. Ornstein; Surinder-pal Singh; Giuseppe Desoli

Title: Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC

Year of publication: 2020

Published in: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

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2020 - Robust Sim2Real Transfer by Learning Deep Inverse Dynamics Model of Simulation

Author: Josip Josifovski, Mohammadhossein Malmir, Noah Klarmann, Alois Knoll

Title: Robust Sim2Real Transfer by Learning Deep Inverse Dynamics Model of Simulation

Year of publication: 2020

Published in: RSS 2020 workshop

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2020 - On the Use of Available Testing Methods for Verification & Validation of AI-based Software and Systems

Author: Franz Wotawa

Title: On the Use of Available Testing Methods for Verification & Validation of AI-based Software and Systems

Year of publication: 2020

Published in: AISafety 2020

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2020 - On the Use of Answer Set Programming for Model-Based Diagnosis

Author: F. Wotawa

Title: Improving On the Use of Answer Set Programming for Model-Based Diagnosis

Year of publication: 2020

Published in: IEA/AIE 2020: Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices (pp 518-529)

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2020 - Intelligent Agents Diagnostics - Enhancing Cyber-Physical Systems with Self-Diagnostic Capabilities

Author: David Kaufmann, Iulia Nica, Franz Wotawa

Title: Intelligent Agents Diagnostics - Enhancing Cyber-Physical Systems with Self-Diagnostic Capabilities

Year of publication: 2020

Published in:

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2020 - Intelligent Agents Diagnostics - Enhancing Cyber-Physical Systems with Self-Diagnostic Capabilities

Author: David Kaufmann, Iulia Nica, Franz Wotawa

Title: Intelligent Agents Diagnostics - Enhancing Cyber-Physical Systems with Self-Diagnostic Capabilities

Year of publication: 2020

Published in:

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2020 - Improving Positioning Accuracy of an Articulated Robot Using Deep Q-Learning Algorithms

Author: Petronis, V. Bučinskas, M. Šumanas, A. Dzedzickis, L. Petrauskas, N.E. Sitiajev, I. Morkvenaite-Vilkonciene.

Title: Improving Positioning Accuracy of an Articulated Robot Using Deep Q-Learning Algorithms.

Year of publication: 2020

Published in: Automation 2020: Towards Industry of the Future (pp 257-266)

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2020 - Improving consistency in semi-structured knowledge
bases of domains speci c language

Author: Houssam Razouk, Roman Kern

Title: Improving consistency in semi-structured knowledge bases of domains speci c language

Year of publication: 2020

Published in:

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2020 - foxBMS - free and open BMS platform focused on functional safety and AI

Author: S. Waldhör, S. Bockrath, Martin Wenger, Radu  Schwarz, V.R.H. Lorentz

Title: foxBMS - free and open BMS platform focused on functional safety and AI

Year of publication: 2020

Published in: PCIM Europe digital days 2020

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2020 - Enhancing Structural Health Monitoring with Vehicle Identification and Tracking

Author: Alessio Burrello; Davide Brunelli; Marzia Malavisi; Luca Benini

Title: Enhancing Structural Health Monitoring with Vehicle Identification and Tracking

Year of publication: 2020

Published in: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

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2020 - DORY: Lightweight memory hierarchy management for deep NN inference on IoT endnodes: work-in-progress

Author:  Alessio Burrello; Francesco Conti; Angelo Garofalo; Davide Rossi; Luca Benini

Title: DORY: Lightweight memory hierarchy management for deep NN inference on IoT endnodes: work-in-progress

Year of publication: 2029

Published in: CODES/ISSS '19: International Conference on Hardware/Software Codesign and System Synthesis

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2020 - Continual Learning on Incremental Simulations for Real-World Robotic Manipulation Tasks

Author: Josip Josifovski, Mohammadhossein Malmir, Noah Klarmann, Alois Knoll

Title: Continual Learning on Incremental Simulations for Real-World Robotic Manipulation Tasks

Year of publication: 2020

Published in: RSS 2020 workshop

not yet available

2020 - CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices

Author:  Alessandro Capotondi; Manuele Rusci; Marco Fariselli;  Luca Benini

Title: CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices

Year of publication: 2020

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2020 - Benchmarking Automotive LiDAR Performance in Arctic Conditions

Author: M. Kutila, P. Pyykönen, M. Jokela, T. Gruber, M. Bijelic, W. Ritter

Title: Benchmarking Automotive LiDAR Performance in Arctic Conditions

Year of publication: 2020

Published in: 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC)

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2021 - AI for Food and Beverage Industry

Author:

Title: AI for Food and Beverage Industry

Year of publication: 2021

Published in: 

not yet available

2020 - AI for Automotive Manufacturing and Mobility-as-a-Service

Author: SC1 and SC5 partners

Title: AI for Automotive Manufacturing and Mobility-as-a-Service

Year of publication: 2020

Published in: Bigmarker, online

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2020 - A Fully Automated Process for Semiconductor Technology Identification

Author: Matthias Ludwig, Bernhard Lippmann, Ann-Christin Bette, Claus Lenz

Title: A Fully Automated Process for Semiconductor Technology Identification

Year of publication: 2021

Published in: ICPR2020

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