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
not yet available
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
Published in:
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)
not yet available
2021 - Using Ontologies in Failure Analysis
Author: Anna Safont-Andreu, et al
Title: Using Ontologies in Failure Analysis
Year of publication: 2021
Published in:
not yet available
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
not yet available
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:
not yet available
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:
not yet available
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:
not yet available
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:
not yet available
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
not yet available
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
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)
not yet available
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:
not yet available
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:
not yet available
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:
not yet published
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:
not yet available
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
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
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)
not yet available
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
not yet available
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
not yet available
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)
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:
not yet published
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:
not yet available
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)
2020 - Improving consistency in semi-structured knowledge
bases of domains specic language
Author: Houssam Razouk, Roman Kern
Title: Improving consistency in semi-structured knowledge bases of domains specic language
Year of publication: 2020
Published in:
not yet available
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
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)
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
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
Published in:
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)
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
not yet published
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
not yet available