PUBLIKATIONSSERVER

Thorsten Jungeblut

https://orcid.org/0000-0001-7425-8766

74 Publikationen

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[74]
2025 | Konferenzbeitrag | FH-PUB-ID: 6205
Kwossek, Jana ; Eris, Benjamin ; Bollien, Marie ; Stegemann, Manuel ; Altun, Kaan ; Halbrügge, Marc ; Jungeblut, Thorsten ; Meyer, Sandro ; u. a.: Autonomous District Shuttles for Last-Mile Delivery: Acceptance, Public Requirements, and Their Role in Urban Development. In: HUMANIST Conference 2025, 2025
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[73]
2025 | Konferenzbeitrag | FH-PUB-ID: 6203 | OA
Kaan, Altun ; Eris, Benjamin ; Halbrügge, Marc ; Jungeblut, Thorsten ; Naumann, Rolf ; Ottemeyer, Mats ; Öztürk, Riza ; Pascanovic, Armin: AQ-Shuttle: Eine Studie über autonome Quartiers-Shuttle mit Mobilstation in Bielefeld. In: , 2025, S. 2–3
HSBI-PUB | DOI | Download (ext.)
 
[72]
2025 | Konferenzbeitrag | FH-PUB-ID: 6206 | OA
Kwossek, Jana ; Eris, Benjamin ; Bollien, Marie ; Altun, Kaan ; Pascanovic, Armin ; Halbrügge, Marc ; Stegemann, Manuel ; Jungeblut, Thorsten: AQ-Shuttle: Autonomous Robots for Last Mile Delivery. In: Workshop on Autonomous Delivery and Service Robots on Pedestrian and Cycle Paths, 2025
HSBI-PUB | Download (ext.)
 
[71]
2025 | Konferenzbeitrag | FH-PUB-ID: 6202 | OA
Halbrügge, Marc ; Jungeblut, Thorsten: Statistical Learning of Daily Routines in the Smart Home for Privacy-Preserving Assisted Living. In: KI@HSBI 2025 - Zukunft im Fokus, 2025, S. 13–14
HSBI-PUB | DOI | Download (ext.)
 
[70]
2025 | Artikel | FH-PUB-ID: 6240 | OA
Jagemann, Inga ; Baudisch, Justin ; Jungeblut, Thorsten ; Maier, Günter W. ; Hirschfeld, Gerrit: The More You Know, the Less You Want to Rely on It – Consumer preferences for AI-based health monitoring in smart home systems. In: PsychArchives, PsychArchives (2025)
HSBI-PUB | DOI | Download (ext.)
 
[69]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6175
Halbrügge, Marc ; Jungeblut, Thorsten: Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability. In: Gesellschaft für Kognitionswissenschaft (Hrsg.): KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society., 2025
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[68]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation. In: Workshop on AI and its Applications. Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB
 
[67]
2025 | Artikel | FH-PUB-ID: 5366
Sanaullah, Sanaullah ; Schneider, Axel ; Waßmuth, Joachim ; Rückert, Ulrich ; Jungeblut, Thorsten: RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models. In: SoftwareX Bd. 29, Elsevier BV (2025)
HSBI-PUB | DOI
 
[66]
2025 | Konferenzbeitrag | FH-PUB-ID: 6302 | OA
Wermuth, Stella ; Jungeblut, Thorsten: Bridging the Dataset Gap: Domain Adaptation for Fisheye Passenger Detection. In: KI2025@HSBI Zukunft im Fokus, Schriftenreihe des Institute for Data Science Solutions, 2025, S. 28–29
HSBI-PUB | DOI | Download (ext.)
 
[65]
2025 | Konferenzbeitrag | FH-PUB-ID: 5976
Sanaullah, Sanaullah ; Honda, Hirotada ; Roy, Kaushik ; Schneider, Axel ; Waßmuth, Joachim ; Jungeblut, Thorsten: Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*. In: 2025 22nd International Learning and Technology Conference (L&T) : IEEE, 2025, S. 274–279
HSBI-PUB | DOI
 
[64]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse, Mohammad Ibrahim ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In: NeurIPS 2025 (Hrsg.): The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025. San Diego, CA, USA., 2025
HSBI-PUB | Download (ext.)
 
[63]
2025 | Konferenzbeitrag | FH-PUB-ID: 6355
Attaullah, Hasina ; Peters, Christian ; Peters, Annika ; Jungeblut, Thorsten: AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. In: Schriftenreihe des Institute for Data Science Solutions (Hrsg.) , KI2025@HSBI Zukunft im Fokus. Bd. 2. Bielefeld (2025)
HSBI-PUB | Dateien verfügbar | DOI
 
[62]
2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina ; Sanaullah, Sanaullah ; Peters, Annika ; Ahmed, Qazi Arbab ; Baudisch, Justin ; Jungeblut, Thorsten: DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis. In: Frontiers in Neuroscience Bd. 19, Frontiers Media SA (2025)
HSBI-PUB | DOI
 
[61]
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | OA
Jalil, Farjana ; Awais, Muhammad ; Ahmed, Qazi Arbab ; Mohammadi, Hassan Ghasemzadeh ; Jungeblut, Thorsten ; Platzner, Marco: Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.): 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) : IEEE, 2025, S. 115–118
HSBI-PUB | DOI | Download (ext.)
 
[60]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana ; Leuering, Julien ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: NNXC: Neural Network Meets Approximate Computing. In: . Bielefeld : Institute for Data Science Solutions, 2025
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[59]
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab ; Mughal, Danish Mehmood ; Munir, Daniyal ; Schotten, Hans D. ; Jungeblut, Thorsten ; Kim, Sang-Hyo ; Chung, Min Young: MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. In:  : arXiv, 2025
HSBI-PUB | DOI
 
[58]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. In: . Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB | DOI
 
[57]
2025 | Konferenzbeitrag | FH-PUB-ID: 6204 | OA
Attaullah, Hasina ; Halbrügge, Marc ; Naumann, Rolf ; Jungeblut, Thorsten: Digitaler Bahnhof Minden: Künstliche Intelligenz für den Bahnhof der Zukunft. In: , 2025, S. 4–5
HSBI-PUB | DOI | Download (ext.)
 
[56]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana ; Leuering, Julien ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: Workshop on AI and its Applications. Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB | DOI
 
[55]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien ; Jalil, Farjana ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: . Bielefeld : Institute for Data Science Solutions
HSBI-PUB
 
[54]
2024 | Diskussionspapier | FH-PUB-ID: 5498
Hammer, Barbara ; Alaçam, Özge ; Arlinghaus, Clarissa Sabrina ; Brinkmann, Mona ; Dörksen, Helene ; Hoeken, Sanne ; Jungeblut, Thorsten ; Knaup, Julian ; u. a.: Sustainable Life-Cycle of Intelligent Socio-Technical Systems : Bielefeld University, 2024
HSBI-PUB | DOI
 
[53]
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 | OA
Ahmed, Qazi Arbab ; Sadeghi-Kohan, Somayeh ; Awais, Muhammad ; Platzner, Marco ; Hellebrand, Sybille ; Jungeblut, Thorsten ; Wunderlich, Hans-Joachim : RelaX: Reliability Assessment in Approximate Circuits. In: , 2024
HSBI-PUB | Download (ext.)
 
[52]
2024 | Konferenzbeitrag | FH-PUB-ID: 4782
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge Device. In: Iliadis, L. ; Maglogiannis, I. ; Papaleonidas, A. ; Pimenidis, E. ; Jayne, C. (Hrsg.): Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2024, S. 317–328
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[51]
2024 | Konferenzbeitrag | FH-PUB-ID: 5367 | OA
Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut, Thorsten ; Rückert, Ulrich: Spiking Neural Network Models Analysis on Field Programmable Gate Arrays. In: Pudaruth, S. ; Ogudo, K. (Hrsg.): International Conference on Intelligent and Innovative Computing Applications. Bd. 2024 : Society of Information Technologists and Engineers Ltd, 2024, S. 259–270
HSBI-PUB | DOI | Download (ext.)
 
[50]
2024 | Konferenzbeitrag | FH-PUB-ID: 5336
Attaullah, Hasina ; Kiani, Anum ; Jungeblut, Thorsten: Improving Transfer Learning and Domain Adaptation in Smart Homes: The Role of Dynamic Domain Adaptation Layer. In: IEEE (Hrsg.): 2024 International Conference on Frontiers of Information Technology (FIT) : IEEE, 2024, S. 1–6
HSBI-PUB | DOI
 
[49]
2024 | Konferenzbeitrag | FH-PUB-ID: 5315
Attaullah, Hasina ; Sanaullah, Sanaullah ; Jungeblut, Thorsten: FL-DL: Fuzzy Logic with Deep Learning, Hybrid Anomaly Detection and Activity Prediction in Smart Homes Data-Sets. In: 2024 IEEE 24th International Symposium on Computational Intelligence and Informatics (CINTI). Budapest, Hungary : IEEE, 2024, S. 43–48
HSBI-PUB | DOI
 
[48]
2024 | Konferenzbeitrag | FH-PUB-ID: 5098
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications. In: Omitaomu, O. A. ; Mostafavi, A. ; Randhawa, S. ; Niu, H. (Hrsg.): Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI. New York, NY, USA : ACM, 2024, S. 50–53
HSBI-PUB | DOI
 
[47]
2024 | Konferenzbeitrag | FH-PUB-ID: 5097
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Advancements in Neural Network Generations. In: Kuhl, U. ; DataNinja.nrw (Hrsg.): Proceedings of the sAIOnARA Conference : DataNinja sAIOnARA Conference, 2024
HSBI-PUB | DOI
 
[46]
2024 | Konferenzbeitrag | FH-PUB-ID: 5096
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning Models. In: Kuhl, U. ; DataNinja.nrw (Hrsg.): Proceedings of the sAIOnARA Conference : DataNinja sAIOnARA Conference, 2024
HSBI-PUB | DOI
 
[45]
2024 | Artikel | FH-PUB-ID: 4997 | OA
Attaullah, Hasina ; Sanaullah, Sanaullah ; Jungeblut, Thorsten: Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case Study. In: Applied Sciences Bd. 14, MDPI AG (2024), Nr. 19
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[44]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4883
Sanaullah, Sanaullah ; Roy, Kaushik ; Ruckert, Ulrich ; Jungeblut, Thorsten: Selection of Optimal Neural Model using Spiking Neural Network for Edge Computing  . In: IEEE (Hrsg.): 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS) : IEEE, 2024, S. 1452–1453
HSBI-PUB | DOI | Inspire
 
[43]
2024 | Konferenzbeitrag | FH-PUB-ID: 4811
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: The Next-Gen Interactive Runtime Simulator for Neural Network Programming. In: Söderberg, E. ; Church, L. (Hrsg.): Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming. New York, NY, USA : ACM, 2024, S. 8–10
HSBI-PUB | DOI
 
[42]
2024 | Konferenzbeitrag | FH-PUB-ID: 4783 | OA
Sanaullah, Sanaullah ; Roy, Kaushik ; Rückert, Ulrich ; Jungeblut, Thorsten: A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models. In: Lutchyn, T. ; Ramírez Rivera, A. ; Ricaud, B. (Hrsg.): Proceedings of the 5th Northern Lights Deep Learning Conference. Bd. 233. UiT The Arctic University, Tromsø, Norway : Proceedings of Machine Learning Research (PMLR), 2024
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.) | WoS | arXiv
 
[41]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4639 | OA
Herzig, Tim Christian ; Marschner, Christian ; Held, Stephan ; Jungeblut, Thorsten ; Baudisch, Justin ; Ostrau, Christoph ; Klemm, Michael ; Uphaus, Andreas ; u. a.: KI-gestütztes Monitoring zur Unterstützung in der häuslichen Pflege (KIMUP) . In: Institute for Data Science Solutions (Hrsg.): Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge , Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge . Bd. 1. Bielefeld : Hochschule Bielefeld, 2024, S. 9–10
HSBI-PUB | DOI | Download (ext.)
 
[40]
2023 | Buchbeitrag | FH-PUB-ID: 3222
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection. In: Iliadis, L. ; Maglogiannis, I. ; Alonso, S. ; Jayne, C. ; Pimenidis, E. (Hrsg.): Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2023, S. 191–202
HSBI-PUB | DOI
 
[39]
2023 | Artikel | FH-PUB-ID: 3482 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim. In: International Journal of Neural Systems, World Scientific Pub Co Pte Ltd (2023)
HSBI-PUB | DOI | Download (ext.)
 
[38]
2023 | Artikel | FH-PUB-ID: 3572 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications. In: Frontiers in Computational Neuroscience Bd. 17, Frontiers Media SA (2023)
HSBI-PUB | DOI | Download (ext.)
 
[37]
2023 | Artikel | FH-PUB-ID: 3666
Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Evaluating Spiking Neural Network Models: A Comparative Performance Analysis. In: Preprint, Unpublished (2023)
HSBI-PUB | DOI
 
[36]
2023 | Artikel | FH-PUB-ID: 3665 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Ruckert, Ulrich ; Jungeblut, Thorsten: Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures. In: Preprint (2023)
HSBI-PUB | DOI | Download (ext.)
 
[35]
2023 | Konferenzbeitrag | FH-PUB-ID: 3644 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNs. In: . Paris France , 2023
HSBI-PUB | DOI | Download (ext.)
 
[34]
2023 | Konferenzbeitrag | FH-PUB-ID: 4207 | OA
Sanaullah, Sanaullah ; Jungeblut, Thorsten: Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. In: . New York USA, 2023
HSBI-PUB | DOI | Download (ext.)
 
[33]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4206 | OA
Sanaullah, Sanaullah ; Amanullah, Amanullah ; Roy, Kaushik ; Lee, Jeong-A ; Chul-Jun, Son ; Jungeblut, Thorsten: A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. In: , 2023
HSBI-PUB | DOI | Download (ext.)
 
[32]
2023 | Konferenzbeitrag | FH-PUB-ID: 4205 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs. In: , 2023
HSBI-PUB | DOI | Download (ext.)
 
[31]
2023 | Konferenzbeitrag | FH-PUB-ID: 4208
Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut, Thorsten ; Rückert, Ulrich: Digit Recognition Using Spiking Neural Networks on FPGA. In: Rojas, I. ; Joya, G. ; Catala, A. (Hrsg.): Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, Lecture Notes in Computer Science. Cham : Springer Nature Switzerland, 2023, S. 406–417
HSBI-PUB | DOI
 
[30]
2022 | Konferenzbeitrag | FH-PUB-ID: 2757
Sanaullah, Sanaullah ; Koravuna, Shamini ; Jungeblut, Thorsten ; Rückert, Ulrich: NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs. In: , 2022
HSBI-PUB | DOI
 
[29]
2022 | Artikel | FH-PUB-ID: 4482 | OA
Baudisch, Justin ; Richter, Birte ; Jungeblut, Thorsten: A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment. In: KI - Künstliche Intelligenz Bd. 36, Springer Science and Business Media LLC (2022), Nr. 3–4, S. 259–266
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[28]
2022 | Kurzbeitrag Konferenz | FH-PUB-ID: 2753
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation. In: , Dataninja Spring School 2022. Bielefeld University, Germany (2022)
HSBI-PUB | DOI
 
[27]
2022 | Konferenzbeitrag | FH-PUB-ID: 3480 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Ruckert, Ulrich ; Jungeblut, Thorsten: Real-Time SNNs Model Analyzing and Visualizing Experimentation. In:  : Unpublished, 2022
HSBI-PUB | DOI | Download (ext.)
 
[26]
2022 | Konferenzbeitrag | FH-PUB-ID: 2276
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: SNNs Model Analyzing and Visualizing Experimentation Using RAVSim. In: Iliadis, L. ; Jayne, C. ; Tefas, A. ; Pimenidis, E. (Hrsg.): Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Communications in Computer and Information Science. Cham : Springer International Publishing, 2022, S. 40–51
HSBI-PUB | DOI
 
[25]
2019 | Konferenzbeitrag | FH-PUB-ID: 4483
Adams, Michael ; Ben-Salem, Sadok ; Islam, Zahidul ; Vogelsang, Arne ; Jungeblut, Thorsten ; Ruckert, Ulrich ; Volosyak, Ivan ; Benda, Mihaly ; u. a.: Towards an SSVEP-BCI Controlled Smart Home. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) : IEEE, 2019, S. 2737–2742
HSBI-PUB | DOI
 
[24]
2018 | Artikel | FH-PUB-ID: 4486
Ax, Johannes ; Sievers, Gregor ; Daberkow, Julian ; Flasskamp, Martin ; Vohrmann, Marten ; Jungeblut, Thorsten ; Kelly, Wayne ; Porrmann, Mario ; u. a.: CoreVA-MPSoC: A Many-Core Architecture with Tightly Coupled Shared and Local Data Memories. In: IEEE Transactions on Parallel and Distributed Systems Bd. 29, Institute of Electrical and Electronics Engineers (IEEE) (2018), Nr. 5, S. 1030–1043
HSBI-PUB | DOI
 
[23]
2018 | Konferenzbeitrag | FH-PUB-ID: 4485
Gayen, Neela ; Ax, Johannes ; Flasskamp, Martin ; Klarhorst, Christian ; Jungeblut, Thorsten ; Tang, Maolin ; Kelly, Wayne: Scalable Mapping of Streaming Applications onto MPSoCs Using Optimistic Mixed Integer Linear Programming. In: 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) : IEEE, 2018, S. 348–352
HSBI-PUB | DOI
 
[22]
2018 | Konferenzbeitrag | FH-PUB-ID: 4487
Cristal, Adrian ; Unsal, Osman S. ; Martorell, Xavier ; Carpenter, Paul ; De La Cruz, Raul ; Bautista, Leonardo ; Jimenez, Daniel ; Alvarez, Carlos ; u. a.: LEGaTO. In: Proceedings of the 15th ACM International Conference on Computing Frontiers. New York, NY, USA : ACM, 2018, S. 276–278
HSBI-PUB | DOI
 
[21]
2018 | Konferenzbeitrag | FH-PUB-ID: 4484
Cristal, Adrian ; Unsal, Osman S. ; Martorell, Xavier ; Carpenter, Paul ; De La Cruz, Raul ; Bautista, Leonardo ; Jimenez, Daniel ; Alvarez, Carlos ; u. a.: LEGaTO. In: Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation. New York, USA : ACM, 2018, S. 210–217
HSBI-PUB | DOI
 
[20]
2017 | Buchbeitrag | FH-PUB-ID: 4490
Sievers, Gregor ; Hübener, Boris ; Ax, Johannes ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario: The CoreVA-MPSoC: A Multiprocessor Platform for Software-Defined Radio. In: Hussain, W. ; Nurmi, J. ; Isoaho, J. ; Garzia, F. (Hrsg.): Computing Platforms for Software-Defined Radio. Cham : Springer International Publishing, 2017, S. 29–59
HSBI-PUB | DOI
 
[19]
2017 | Konferenzbeitrag | FH-PUB-ID: 4489
Hesse, Marc ; Krause, Andre Frank ; Vogel, Ludwig ; Chamadiya, Bhavin ; Schilling, Michael ; Schack, Thomas ; Jungeblut, Thorsten: A connected chair as part of a smart home environment. In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : IEEE, 2017, S. 47–50
HSBI-PUB | DOI
 
[18]
2017 | Konferenzbeitrag | FH-PUB-ID: 4488
Vohrmann, Marten ; Geisler, Philippe ; Jungeblut, Thorsten ; Ruckert, Ulrich: Design-space exploration of ultra-low power CMOS logic gates in a 28 nm FD-SOI technology. In: 2017 European Conference on Circuit Theory and Design (ECCTD) : IEEE, 2017, S. 1–4
HSBI-PUB | DOI
 
[17]
2016 | Konferenzbeitrag | FH-PUB-ID: 4491
Flasskamp, Martin ; Sievers, Gregor ; Ax, Johannes ; Klarhorst, Christian ; Jungeblut, Thorsten ; Kelly, Wayne ; Thies, Michael ; Porrmann, Mario: Performance estimation of streaming applications for hierarchical MPSoCs. In: Proceedings of the 2016 Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools. New York, NY, USA : ACM, 2016, S. 1–6
HSBI-PUB | DOI
 
[16]
2015 | Konferenzbeitrag | FH-PUB-ID: 4496
Ax, Johannes ; Sievers, Gregor ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario: System-Level Analysis of Network Interfaces for Hierarchical MPSoCs. In: Proceedings of the 8th International Workshop on Network on Chip Architectures. New York, NY, USA : ACM, 2015, S. 3–8
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[15]
2015 | Konferenzbeitrag | FH-PUB-ID: 4494
Sievers, Gregor ; Ax, Johannes ; Kucza, Nils ; Flaskamp, Martin ; Jungeblut, Thorsten ; Kelly, Wayne ; Porrmann, Mario ; Rückert, Ulrich: Evaluation of interconnect fabrics for an embedded MPSoC in 28 nm FD-SOI. In: 2015 IEEE International Symposium on Circuits and Systems (ISCAS) : IEEE, 2015, S. 1925–1928
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[14]
2015 | Konferenzbeitrag | FH-PUB-ID: 4493
Sievers, Gregor ; Daberkow, Julian ; Ax, Johannes ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Comparison of Shared and Private L1 Data Memories for an Embedded MPSoC in 28nm FD-SOI. In: 2015 IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip : IEEE, 2015, S. 175–181
HSBI-PUB | DOI
 
[13]
2015 | Konferenzbeitrag | FH-PUB-ID: 4492
Vohrmann, Marten ; Chatterjee, Saikat ; Lutkemeier, Sven ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: A 65 nm standard cell library for ultra low-power applications. In: 2015 European Conference on Circuit Theory and Design (ECCTD) : IEEE, 2015, S. 1–4
HSBI-PUB | DOI
 
[12]
2014 | Konferenzbeitrag | FH-PUB-ID: 4498
Hübener, Boris ; Sievers, Gregor ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: CoreVA: A Configurable Resource-Efficient VLIW Processor Architecture. In: 2014 12th IEEE International Conference on Embedded and Ubiquitous Computing : IEEE, 2014, S. 9–16
HSBI-PUB | DOI
 
[11]
2014 | Konferenzbeitrag | FH-PUB-ID: 4497
Kelly, Wayne ; Flasskamp, Martin ; Sievers, Gregor ; Ax, Johannes ; Chen, Jianing ; Klarhorst, Christian ; Ragg, Christoph ; Jungeblut, Thorsten ; u. a.: A communication model and partitioning algorithm for streaming applications for an embedded MPSoC. In: 2014 International Symposium on System-on-Chip (SoC) : IEEE, 2014, S. 1–6
HSBI-PUB | DOI
 
[10]
2014 | Konferenzbeitrag | FH-PUB-ID: 4495
Keuck, L. ; Hemmelgarn, F. ; Fröhleke, N. ; Böcker, J. ; Vohrmann, M. ; Jungeblut, Thorsten ; Rückert, U.: Neuro control of a PFC rectifier for harmonic reduction at partial loads. In: 2014 International Conference on Advances in Green Energy (ICAGE) : IEEE, 2014, S. 94–99
HSBI-PUB | DOI
 
[9]
2013 | Konferenzbeitrag | FH-PUB-ID: 4502
Christ, Peter ; Sievers, Gregor ; Einhaus, Julian ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Pareto-optimal signal processing on low-power microprocessors. In: 2013 IEEE SENSORS : IEEE, 2013, S. 1–4
HSBI-PUB | DOI
 
[8]
2013 | Konferenzbeitrag | FH-PUB-ID: 4501
Sievers, Gregor ; Christ, Peter ; Einhaus, Julian ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Design-space exploration of the configurable 32 bit VLIW processor CoreVA for signal processing applications. In: 2013 NORCHIP : IEEE, 2013, S. 1–4
HSBI-PUB | DOI
 
[7]
2013 | Artikel | FH-PUB-ID: 4500
Jungeblut, Thorsten ; Hübener, Boris ; Porrmann, Mario ; Rückert, Ulrich: A systematic approach for optimized bypass configurations for application-specific embedded processors. In: ACM Transactions on Embedded Computing Systems Bd. 13, Association for Computing Machinery (ACM) (2013), Nr. 2, S. 1–25
HSBI-PUB | DOI
 
[6]
2013 | Artikel | FH-PUB-ID: 4499
Lütkemeier, Sven ; Jungeblut, Thorsten ; Berge, Hans Kristian Otnes ; Aunet, Snorre ; Porrmann, Mario ; Rückert, Ulrich: A 65 nm 32 b Subthreshold Processor With 9T Multi-Vt SRAM and Adaptive Supply Voltage Control. In: IEEE Journal of Solid-State Circuits Bd. 48, Institute of Electrical and Electronics Engineers (IEEE) (2013), Nr. 1, S. 8–19
HSBI-PUB | DOI
 
[5]
2012 | Konferenzbeitrag | FH-PUB-ID: 4504
Jungeblut, Thorsten ; Ax, Johannes ; Porrmann, Mario ; Rückert, Ulrich: A TCMS-based architecture for GALS NoCs. In: 2012 IEEE International Symposium on Circuits and Systems : IEEE, 2012, S. 2721–2724
HSBI-PUB | DOI
 
[4]
2012 | Konferenzbeitrag | FH-PUB-ID: 4503
Luetkemeier, Sven ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: A 200mV 32b subthreshold processor with adaptive supply voltage control. In: 2012 IEEE International Solid-State Circuits Conference : IEEE, 2012, S. 484–486
HSBI-PUB | DOI
 
[3]
2010 | Artikel | FH-PUB-ID: 4506
Jungeblut, Thorsten ; Puttmann, C. ; Dreesen, R. ; Porrmann, M. ; Thies, M. ; Rückert, U. ; Kastens, U.: Resource efficiency of hardware extensions of a 4-issue VLIW processor for elliptic curve cryptography. In: Advances in Radio Science Bd. 8, Copernicus GmbH (2010), S. 295–305
HSBI-PUB | DOI
 
[2]
2010 | Konferenzbeitrag | FH-PUB-ID: 4505
Jungeblut, Thorsten ; Sievers, Gregor ; Porrmann, Mario ; Rückert, Ulrich: Design Space Exploration for Memory Subsystems of VLIW Architectures. In: 2010 IEEE Fifth International Conference on Networking, Architecture, and Storage : IEEE, 2010, S. 377–385
HSBI-PUB | DOI
 
[1]
2008 | Artikel | FH-PUB-ID: 4507
Jungeblut, Thorsten ; Grünewald, M. ; Porrmann, M. ; Rückert, U.: Realtime multiprocessor for mobile ad hoc networks. In: Advances in Radio Science Bd. 6, Copernicus GmbH (2008), S. 239–243
HSBI-PUB | DOI
 
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[74]
2025 | Konferenzbeitrag | FH-PUB-ID: 6205
Kwossek, Jana ; Eris, Benjamin ; Bollien, Marie ; Stegemann, Manuel ; Altun, Kaan ; Halbrügge, Marc ; Jungeblut, Thorsten ; Meyer, Sandro ; u. a.: Autonomous District Shuttles for Last-Mile Delivery: Acceptance, Public Requirements, and Their Role in Urban Development. In: HUMANIST Conference 2025, 2025
HSBI-PUB
 
[73]
2025 | Konferenzbeitrag | FH-PUB-ID: 6203 | OA
Kaan, Altun ; Eris, Benjamin ; Halbrügge, Marc ; Jungeblut, Thorsten ; Naumann, Rolf ; Ottemeyer, Mats ; Öztürk, Riza ; Pascanovic, Armin: AQ-Shuttle: Eine Studie über autonome Quartiers-Shuttle mit Mobilstation in Bielefeld. In: , 2025, S. 2–3
HSBI-PUB | DOI | Download (ext.)
 
[72]
2025 | Konferenzbeitrag | FH-PUB-ID: 6206 | OA
Kwossek, Jana ; Eris, Benjamin ; Bollien, Marie ; Altun, Kaan ; Pascanovic, Armin ; Halbrügge, Marc ; Stegemann, Manuel ; Jungeblut, Thorsten: AQ-Shuttle: Autonomous Robots for Last Mile Delivery. In: Workshop on Autonomous Delivery and Service Robots on Pedestrian and Cycle Paths, 2025
HSBI-PUB | Download (ext.)
 
[71]
2025 | Konferenzbeitrag | FH-PUB-ID: 6202 | OA
Halbrügge, Marc ; Jungeblut, Thorsten: Statistical Learning of Daily Routines in the Smart Home for Privacy-Preserving Assisted Living. In: KI@HSBI 2025 - Zukunft im Fokus, 2025, S. 13–14
HSBI-PUB | DOI | Download (ext.)
 
[70]
2025 | Artikel | FH-PUB-ID: 6240 | OA
Jagemann, Inga ; Baudisch, Justin ; Jungeblut, Thorsten ; Maier, Günter W. ; Hirschfeld, Gerrit: The More You Know, the Less You Want to Rely on It – Consumer preferences for AI-based health monitoring in smart home systems. In: PsychArchives, PsychArchives (2025)
HSBI-PUB | DOI | Download (ext.)
 
[69]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6175
Halbrügge, Marc ; Jungeblut, Thorsten: Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability. In: Gesellschaft für Kognitionswissenschaft (Hrsg.): KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society., 2025
HSBI-PUB
 
[68]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation. In: Workshop on AI and its Applications. Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB
 
[67]
2025 | Artikel | FH-PUB-ID: 5366
Sanaullah, Sanaullah ; Schneider, Axel ; Waßmuth, Joachim ; Rückert, Ulrich ; Jungeblut, Thorsten: RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models. In: SoftwareX Bd. 29, Elsevier BV (2025)
HSBI-PUB | DOI
 
[66]
2025 | Konferenzbeitrag | FH-PUB-ID: 6302 | OA
Wermuth, Stella ; Jungeblut, Thorsten: Bridging the Dataset Gap: Domain Adaptation for Fisheye Passenger Detection. In: KI2025@HSBI Zukunft im Fokus, Schriftenreihe des Institute for Data Science Solutions, 2025, S. 28–29
HSBI-PUB | DOI | Download (ext.)
 
[65]
2025 | Konferenzbeitrag | FH-PUB-ID: 5976
Sanaullah, Sanaullah ; Honda, Hirotada ; Roy, Kaushik ; Schneider, Axel ; Waßmuth, Joachim ; Jungeblut, Thorsten: Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*. In: 2025 22nd International Learning and Technology Conference (L&T) : IEEE, 2025, S. 274–279
HSBI-PUB | DOI
 
[64]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse, Mohammad Ibrahim ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In: NeurIPS 2025 (Hrsg.): The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025. San Diego, CA, USA., 2025
HSBI-PUB | Download (ext.)
 
[63]
2025 | Konferenzbeitrag | FH-PUB-ID: 6355
Attaullah, Hasina ; Peters, Christian ; Peters, Annika ; Jungeblut, Thorsten: AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. In: Schriftenreihe des Institute for Data Science Solutions (Hrsg.) , KI2025@HSBI Zukunft im Fokus. Bd. 2. Bielefeld (2025)
HSBI-PUB | Dateien verfügbar | DOI
 
[62]
2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina ; Sanaullah, Sanaullah ; Peters, Annika ; Ahmed, Qazi Arbab ; Baudisch, Justin ; Jungeblut, Thorsten: DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis. In: Frontiers in Neuroscience Bd. 19, Frontiers Media SA (2025)
HSBI-PUB | DOI
 
[61]
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | OA
Jalil, Farjana ; Awais, Muhammad ; Ahmed, Qazi Arbab ; Mohammadi, Hassan Ghasemzadeh ; Jungeblut, Thorsten ; Platzner, Marco: Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.): 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) : IEEE, 2025, S. 115–118
HSBI-PUB | DOI | Download (ext.)
 
[60]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana ; Leuering, Julien ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: NNXC: Neural Network Meets Approximate Computing. In: . Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB
 
[59]
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab ; Mughal, Danish Mehmood ; Munir, Daniyal ; Schotten, Hans D. ; Jungeblut, Thorsten ; Kim, Sang-Hyo ; Chung, Min Young: MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. In:  : arXiv, 2025
HSBI-PUB | DOI
 
[58]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. In: . Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB | DOI
 
[57]
2025 | Konferenzbeitrag | FH-PUB-ID: 6204 | OA
Attaullah, Hasina ; Halbrügge, Marc ; Naumann, Rolf ; Jungeblut, Thorsten: Digitaler Bahnhof Minden: Künstliche Intelligenz für den Bahnhof der Zukunft. In: , 2025, S. 4–5
HSBI-PUB | DOI | Download (ext.)
 
[56]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana ; Leuering, Julien ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: Workshop on AI and its Applications. Bielefeld : Institute for Data Science Solutions, 2025
HSBI-PUB | DOI
 
[55]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien ; Jalil, Farjana ; Ahmed, Qazi Arbab ; Schenck, Wolfram ; Jungeblut, Thorsten: Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: . Bielefeld : Institute for Data Science Solutions
HSBI-PUB
 
[54]
2024 | Diskussionspapier | FH-PUB-ID: 5498
Hammer, Barbara ; Alaçam, Özge ; Arlinghaus, Clarissa Sabrina ; Brinkmann, Mona ; Dörksen, Helene ; Hoeken, Sanne ; Jungeblut, Thorsten ; Knaup, Julian ; u. a.: Sustainable Life-Cycle of Intelligent Socio-Technical Systems : Bielefeld University, 2024
HSBI-PUB | DOI
 
[53]
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 | OA
Ahmed, Qazi Arbab ; Sadeghi-Kohan, Somayeh ; Awais, Muhammad ; Platzner, Marco ; Hellebrand, Sybille ; Jungeblut, Thorsten ; Wunderlich, Hans-Joachim : RelaX: Reliability Assessment in Approximate Circuits. In: , 2024
HSBI-PUB | Download (ext.)
 
[52]
2024 | Konferenzbeitrag | FH-PUB-ID: 4782
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge Device. In: Iliadis, L. ; Maglogiannis, I. ; Papaleonidas, A. ; Pimenidis, E. ; Jayne, C. (Hrsg.): Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2024, S. 317–328
HSBI-PUB | DOI
 
[51]
2024 | Konferenzbeitrag | FH-PUB-ID: 5367 | OA
Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut, Thorsten ; Rückert, Ulrich: Spiking Neural Network Models Analysis on Field Programmable Gate Arrays. In: Pudaruth, S. ; Ogudo, K. (Hrsg.): International Conference on Intelligent and Innovative Computing Applications. Bd. 2024 : Society of Information Technologists and Engineers Ltd, 2024, S. 259–270
HSBI-PUB | DOI | Download (ext.)
 
[50]
2024 | Konferenzbeitrag | FH-PUB-ID: 5336
Attaullah, Hasina ; Kiani, Anum ; Jungeblut, Thorsten: Improving Transfer Learning and Domain Adaptation in Smart Homes: The Role of Dynamic Domain Adaptation Layer. In: IEEE (Hrsg.): 2024 International Conference on Frontiers of Information Technology (FIT) : IEEE, 2024, S. 1–6
HSBI-PUB | DOI
 
[49]
2024 | Konferenzbeitrag | FH-PUB-ID: 5315
Attaullah, Hasina ; Sanaullah, Sanaullah ; Jungeblut, Thorsten: FL-DL: Fuzzy Logic with Deep Learning, Hybrid Anomaly Detection and Activity Prediction in Smart Homes Data-Sets. In: 2024 IEEE 24th International Symposium on Computational Intelligence and Informatics (CINTI). Budapest, Hungary : IEEE, 2024, S. 43–48
HSBI-PUB | DOI
 
[48]
2024 | Konferenzbeitrag | FH-PUB-ID: 5098
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications. In: Omitaomu, O. A. ; Mostafavi, A. ; Randhawa, S. ; Niu, H. (Hrsg.): Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI. New York, NY, USA : ACM, 2024, S. 50–53
HSBI-PUB | DOI
 
[47]
2024 | Konferenzbeitrag | FH-PUB-ID: 5097
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Advancements in Neural Network Generations. In: Kuhl, U. ; DataNinja.nrw (Hrsg.): Proceedings of the sAIOnARA Conference : DataNinja sAIOnARA Conference, 2024
HSBI-PUB | DOI
 
[46]
2024 | Konferenzbeitrag | FH-PUB-ID: 5096
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning Models. In: Kuhl, U. ; DataNinja.nrw (Hrsg.): Proceedings of the sAIOnARA Conference : DataNinja sAIOnARA Conference, 2024
HSBI-PUB | DOI
 
[45]
2024 | Artikel | FH-PUB-ID: 4997 | OA
Attaullah, Hasina ; Sanaullah, Sanaullah ; Jungeblut, Thorsten: Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case Study. In: Applied Sciences Bd. 14, MDPI AG (2024), Nr. 19
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[44]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4883
Sanaullah, Sanaullah ; Roy, Kaushik ; Ruckert, Ulrich ; Jungeblut, Thorsten: Selection of Optimal Neural Model using Spiking Neural Network for Edge Computing  . In: IEEE (Hrsg.): 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS) : IEEE, 2024, S. 1452–1453
HSBI-PUB | DOI | Inspire
 
[43]
2024 | Konferenzbeitrag | FH-PUB-ID: 4811
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: The Next-Gen Interactive Runtime Simulator for Neural Network Programming. In: Söderberg, E. ; Church, L. (Hrsg.): Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming. New York, NY, USA : ACM, 2024, S. 8–10
HSBI-PUB | DOI
 
[42]
2024 | Konferenzbeitrag | FH-PUB-ID: 4783 | OA
Sanaullah, Sanaullah ; Roy, Kaushik ; Rückert, Ulrich ; Jungeblut, Thorsten: A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models. In: Lutchyn, T. ; Ramírez Rivera, A. ; Ricaud, B. (Hrsg.): Proceedings of the 5th Northern Lights Deep Learning Conference. Bd. 233. UiT The Arctic University, Tromsø, Norway : Proceedings of Machine Learning Research (PMLR), 2024
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.) | WoS | arXiv
 
[41]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4639 | OA
Herzig, Tim Christian ; Marschner, Christian ; Held, Stephan ; Jungeblut, Thorsten ; Baudisch, Justin ; Ostrau, Christoph ; Klemm, Michael ; Uphaus, Andreas ; u. a.: KI-gestütztes Monitoring zur Unterstützung in der häuslichen Pflege (KIMUP) . In: Institute for Data Science Solutions (Hrsg.): Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge , Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge . Bd. 1. Bielefeld : Hochschule Bielefeld, 2024, S. 9–10
HSBI-PUB | DOI | Download (ext.)
 
[40]
2023 | Buchbeitrag | FH-PUB-ID: 3222
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection. In: Iliadis, L. ; Maglogiannis, I. ; Alonso, S. ; Jayne, C. ; Pimenidis, E. (Hrsg.): Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2023, S. 191–202
HSBI-PUB | DOI
 
[39]
2023 | Artikel | FH-PUB-ID: 3482 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim. In: International Journal of Neural Systems, World Scientific Pub Co Pte Ltd (2023)
HSBI-PUB | DOI | Download (ext.)
 
[38]
2023 | Artikel | FH-PUB-ID: 3572 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications. In: Frontiers in Computational Neuroscience Bd. 17, Frontiers Media SA (2023)
HSBI-PUB | DOI | Download (ext.)
 
[37]
2023 | Artikel | FH-PUB-ID: 3666
Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Evaluating Spiking Neural Network Models: A Comparative Performance Analysis. In: Preprint, Unpublished (2023)
HSBI-PUB | DOI
 
[36]
2023 | Artikel | FH-PUB-ID: 3665 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Ruckert, Ulrich ; Jungeblut, Thorsten: Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures. In: Preprint (2023)
HSBI-PUB | DOI | Download (ext.)
 
[35]
2023 | Konferenzbeitrag | FH-PUB-ID: 3644 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNs. In: . Paris France , 2023
HSBI-PUB | DOI | Download (ext.)
 
[34]
2023 | Konferenzbeitrag | FH-PUB-ID: 4207 | OA
Sanaullah, Sanaullah ; Jungeblut, Thorsten: Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. In: . New York USA, 2023
HSBI-PUB | DOI | Download (ext.)
 
[33]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4206 | OA
Sanaullah, Sanaullah ; Amanullah, Amanullah ; Roy, Kaushik ; Lee, Jeong-A ; Chul-Jun, Son ; Jungeblut, Thorsten: A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. In: , 2023
HSBI-PUB | DOI | Download (ext.)
 
[32]
2023 | Konferenzbeitrag | FH-PUB-ID: 4205 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs. In: , 2023
HSBI-PUB | DOI | Download (ext.)
 
[31]
2023 | Konferenzbeitrag | FH-PUB-ID: 4208
Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut, Thorsten ; Rückert, Ulrich: Digit Recognition Using Spiking Neural Networks on FPGA. In: Rojas, I. ; Joya, G. ; Catala, A. (Hrsg.): Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, Lecture Notes in Computer Science. Cham : Springer Nature Switzerland, 2023, S. 406–417
HSBI-PUB | DOI
 
[30]
2022 | Konferenzbeitrag | FH-PUB-ID: 2757
Sanaullah, Sanaullah ; Koravuna, Shamini ; Jungeblut, Thorsten ; Rückert, Ulrich: NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs. In: , 2022
HSBI-PUB | DOI
 
[29]
2022 | Artikel | FH-PUB-ID: 4482 | OA
Baudisch, Justin ; Richter, Birte ; Jungeblut, Thorsten: A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment. In: KI - Künstliche Intelligenz Bd. 36, Springer Science and Business Media LLC (2022), Nr. 3–4, S. 259–266
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[28]
2022 | Kurzbeitrag Konferenz | FH-PUB-ID: 2753
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation. In: , Dataninja Spring School 2022. Bielefeld University, Germany (2022)
HSBI-PUB | DOI
 
[27]
2022 | Konferenzbeitrag | FH-PUB-ID: 3480 | OA
Sanaullah, Sanaullah ; Koravuna, Shamini ; Ruckert, Ulrich ; Jungeblut, Thorsten: Real-Time SNNs Model Analyzing and Visualizing Experimentation. In:  : Unpublished, 2022
HSBI-PUB | DOI | Download (ext.)
 
[26]
2022 | Konferenzbeitrag | FH-PUB-ID: 2276
Sanaullah, Sanaullah ; Koravuna, Shamini ; Rückert, Ulrich ; Jungeblut, Thorsten: SNNs Model Analyzing and Visualizing Experimentation Using RAVSim. In: Iliadis, L. ; Jayne, C. ; Tefas, A. ; Pimenidis, E. (Hrsg.): Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Communications in Computer and Information Science. Cham : Springer International Publishing, 2022, S. 40–51
HSBI-PUB | DOI
 
[25]
2019 | Konferenzbeitrag | FH-PUB-ID: 4483
Adams, Michael ; Ben-Salem, Sadok ; Islam, Zahidul ; Vogelsang, Arne ; Jungeblut, Thorsten ; Ruckert, Ulrich ; Volosyak, Ivan ; Benda, Mihaly ; u. a.: Towards an SSVEP-BCI Controlled Smart Home. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) : IEEE, 2019, S. 2737–2742
HSBI-PUB | DOI
 
[24]
2018 | Artikel | FH-PUB-ID: 4486
Ax, Johannes ; Sievers, Gregor ; Daberkow, Julian ; Flasskamp, Martin ; Vohrmann, Marten ; Jungeblut, Thorsten ; Kelly, Wayne ; Porrmann, Mario ; u. a.: CoreVA-MPSoC: A Many-Core Architecture with Tightly Coupled Shared and Local Data Memories. In: IEEE Transactions on Parallel and Distributed Systems Bd. 29, Institute of Electrical and Electronics Engineers (IEEE) (2018), Nr. 5, S. 1030–1043
HSBI-PUB | DOI
 
[23]
2018 | Konferenzbeitrag | FH-PUB-ID: 4485
Gayen, Neela ; Ax, Johannes ; Flasskamp, Martin ; Klarhorst, Christian ; Jungeblut, Thorsten ; Tang, Maolin ; Kelly, Wayne: Scalable Mapping of Streaming Applications onto MPSoCs Using Optimistic Mixed Integer Linear Programming. In: 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) : IEEE, 2018, S. 348–352
HSBI-PUB | DOI
 
[22]
2018 | Konferenzbeitrag | FH-PUB-ID: 4487
Cristal, Adrian ; Unsal, Osman S. ; Martorell, Xavier ; Carpenter, Paul ; De La Cruz, Raul ; Bautista, Leonardo ; Jimenez, Daniel ; Alvarez, Carlos ; u. a.: LEGaTO. In: Proceedings of the 15th ACM International Conference on Computing Frontiers. New York, NY, USA : ACM, 2018, S. 276–278
HSBI-PUB | DOI
 
[21]
2018 | Konferenzbeitrag | FH-PUB-ID: 4484
Cristal, Adrian ; Unsal, Osman S. ; Martorell, Xavier ; Carpenter, Paul ; De La Cruz, Raul ; Bautista, Leonardo ; Jimenez, Daniel ; Alvarez, Carlos ; u. a.: LEGaTO. In: Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation. New York, USA : ACM, 2018, S. 210–217
HSBI-PUB | DOI
 
[20]
2017 | Buchbeitrag | FH-PUB-ID: 4490
Sievers, Gregor ; Hübener, Boris ; Ax, Johannes ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario: The CoreVA-MPSoC: A Multiprocessor Platform for Software-Defined Radio. In: Hussain, W. ; Nurmi, J. ; Isoaho, J. ; Garzia, F. (Hrsg.): Computing Platforms for Software-Defined Radio. Cham : Springer International Publishing, 2017, S. 29–59
HSBI-PUB | DOI
 
[19]
2017 | Konferenzbeitrag | FH-PUB-ID: 4489
Hesse, Marc ; Krause, Andre Frank ; Vogel, Ludwig ; Chamadiya, Bhavin ; Schilling, Michael ; Schack, Thomas ; Jungeblut, Thorsten: A connected chair as part of a smart home environment. In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : IEEE, 2017, S. 47–50
HSBI-PUB | DOI
 
[18]
2017 | Konferenzbeitrag | FH-PUB-ID: 4488
Vohrmann, Marten ; Geisler, Philippe ; Jungeblut, Thorsten ; Ruckert, Ulrich: Design-space exploration of ultra-low power CMOS logic gates in a 28 nm FD-SOI technology. In: 2017 European Conference on Circuit Theory and Design (ECCTD) : IEEE, 2017, S. 1–4
HSBI-PUB | DOI
 
[17]
2016 | Konferenzbeitrag | FH-PUB-ID: 4491
Flasskamp, Martin ; Sievers, Gregor ; Ax, Johannes ; Klarhorst, Christian ; Jungeblut, Thorsten ; Kelly, Wayne ; Thies, Michael ; Porrmann, Mario: Performance estimation of streaming applications for hierarchical MPSoCs. In: Proceedings of the 2016 Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools. New York, NY, USA : ACM, 2016, S. 1–6
HSBI-PUB | DOI
 
[16]
2015 | Konferenzbeitrag | FH-PUB-ID: 4496
Ax, Johannes ; Sievers, Gregor ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario: System-Level Analysis of Network Interfaces for Hierarchical MPSoCs. In: Proceedings of the 8th International Workshop on Network on Chip Architectures. New York, NY, USA : ACM, 2015, S. 3–8
HSBI-PUB | DOI
 
[15]
2015 | Konferenzbeitrag | FH-PUB-ID: 4494
Sievers, Gregor ; Ax, Johannes ; Kucza, Nils ; Flaskamp, Martin ; Jungeblut, Thorsten ; Kelly, Wayne ; Porrmann, Mario ; Rückert, Ulrich: Evaluation of interconnect fabrics for an embedded MPSoC in 28 nm FD-SOI. In: 2015 IEEE International Symposium on Circuits and Systems (ISCAS) : IEEE, 2015, S. 1925–1928
HSBI-PUB | DOI
 
[14]
2015 | Konferenzbeitrag | FH-PUB-ID: 4493
Sievers, Gregor ; Daberkow, Julian ; Ax, Johannes ; Flasskamp, Martin ; Kelly, Wayne ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Comparison of Shared and Private L1 Data Memories for an Embedded MPSoC in 28nm FD-SOI. In: 2015 IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip : IEEE, 2015, S. 175–181
HSBI-PUB | DOI
 
[13]
2015 | Konferenzbeitrag | FH-PUB-ID: 4492
Vohrmann, Marten ; Chatterjee, Saikat ; Lutkemeier, Sven ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: A 65 nm standard cell library for ultra low-power applications. In: 2015 European Conference on Circuit Theory and Design (ECCTD) : IEEE, 2015, S. 1–4
HSBI-PUB | DOI
 
[12]
2014 | Konferenzbeitrag | FH-PUB-ID: 4498
Hübener, Boris ; Sievers, Gregor ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: CoreVA: A Configurable Resource-Efficient VLIW Processor Architecture. In: 2014 12th IEEE International Conference on Embedded and Ubiquitous Computing : IEEE, 2014, S. 9–16
HSBI-PUB | DOI
 
[11]
2014 | Konferenzbeitrag | FH-PUB-ID: 4497
Kelly, Wayne ; Flasskamp, Martin ; Sievers, Gregor ; Ax, Johannes ; Chen, Jianing ; Klarhorst, Christian ; Ragg, Christoph ; Jungeblut, Thorsten ; u. a.: A communication model and partitioning algorithm for streaming applications for an embedded MPSoC. In: 2014 International Symposium on System-on-Chip (SoC) : IEEE, 2014, S. 1–6
HSBI-PUB | DOI
 
[10]
2014 | Konferenzbeitrag | FH-PUB-ID: 4495
Keuck, L. ; Hemmelgarn, F. ; Fröhleke, N. ; Böcker, J. ; Vohrmann, M. ; Jungeblut, Thorsten ; Rückert, U.: Neuro control of a PFC rectifier for harmonic reduction at partial loads. In: 2014 International Conference on Advances in Green Energy (ICAGE) : IEEE, 2014, S. 94–99
HSBI-PUB | DOI
 
[9]
2013 | Konferenzbeitrag | FH-PUB-ID: 4502
Christ, Peter ; Sievers, Gregor ; Einhaus, Julian ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Pareto-optimal signal processing on low-power microprocessors. In: 2013 IEEE SENSORS : IEEE, 2013, S. 1–4
HSBI-PUB | DOI
 
[8]
2013 | Konferenzbeitrag | FH-PUB-ID: 4501
Sievers, Gregor ; Christ, Peter ; Einhaus, Julian ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: Design-space exploration of the configurable 32 bit VLIW processor CoreVA for signal processing applications. In: 2013 NORCHIP : IEEE, 2013, S. 1–4
HSBI-PUB | DOI
 
[7]
2013 | Artikel | FH-PUB-ID: 4500
Jungeblut, Thorsten ; Hübener, Boris ; Porrmann, Mario ; Rückert, Ulrich: A systematic approach for optimized bypass configurations for application-specific embedded processors. In: ACM Transactions on Embedded Computing Systems Bd. 13, Association for Computing Machinery (ACM) (2013), Nr. 2, S. 1–25
HSBI-PUB | DOI
 
[6]
2013 | Artikel | FH-PUB-ID: 4499
Lütkemeier, Sven ; Jungeblut, Thorsten ; Berge, Hans Kristian Otnes ; Aunet, Snorre ; Porrmann, Mario ; Rückert, Ulrich: A 65 nm 32 b Subthreshold Processor With 9T Multi-Vt SRAM and Adaptive Supply Voltage Control. In: IEEE Journal of Solid-State Circuits Bd. 48, Institute of Electrical and Electronics Engineers (IEEE) (2013), Nr. 1, S. 8–19
HSBI-PUB | DOI
 
[5]
2012 | Konferenzbeitrag | FH-PUB-ID: 4504
Jungeblut, Thorsten ; Ax, Johannes ; Porrmann, Mario ; Rückert, Ulrich: A TCMS-based architecture for GALS NoCs. In: 2012 IEEE International Symposium on Circuits and Systems : IEEE, 2012, S. 2721–2724
HSBI-PUB | DOI
 
[4]
2012 | Konferenzbeitrag | FH-PUB-ID: 4503
Luetkemeier, Sven ; Jungeblut, Thorsten ; Porrmann, Mario ; Rückert, Ulrich: A 200mV 32b subthreshold processor with adaptive supply voltage control. In: 2012 IEEE International Solid-State Circuits Conference : IEEE, 2012, S. 484–486
HSBI-PUB | DOI
 
[3]
2010 | Artikel | FH-PUB-ID: 4506
Jungeblut, Thorsten ; Puttmann, C. ; Dreesen, R. ; Porrmann, M. ; Thies, M. ; Rückert, U. ; Kastens, U.: Resource efficiency of hardware extensions of a 4-issue VLIW processor for elliptic curve cryptography. In: Advances in Radio Science Bd. 8, Copernicus GmbH (2010), S. 295–305
HSBI-PUB | DOI
 
[2]
2010 | Konferenzbeitrag | FH-PUB-ID: 4505
Jungeblut, Thorsten ; Sievers, Gregor ; Porrmann, Mario ; Rückert, Ulrich: Design Space Exploration for Memory Subsystems of VLIW Architectures. In: 2010 IEEE Fifth International Conference on Networking, Architecture, and Storage : IEEE, 2010, S. 377–385
HSBI-PUB | DOI
 
[1]
2008 | Artikel | FH-PUB-ID: 4507
Jungeblut, Thorsten ; Grünewald, M. ; Porrmann, M. ; Rückert, U.: Realtime multiprocessor for mobile ad hoc networks. In: Advances in Radio Science Bd. 6, Copernicus GmbH (2008), S. 239–243
HSBI-PUB | DOI
 
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