PUBLIKATIONSSERVER

Sanaullah Sanaullah

https://orcid.org/0000-0003-4112-802X

29 Publikationen

Alle markieren

[29]
2025 | Artikel | FH-PUB-ID: 5366
@article{Sanaullah_Schneider_Waßmuth_Rückert_Jungeblut_2025, title={RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models}, volume={29}, DOI={10.1016/j.softx.2024.102006}, number={102006}, journal={SoftwareX}, publisher={Elsevier BV}, author={Sanaullah, Sanaullah and Schneider, Axel and Waßmuth, Joachim and Rückert, Ulrich and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB | DOI
 
[28]
2025 | Konferenzbeitrag | FH-PUB-ID: 5976
@inproceedings{Sanaullah_Honda_Roy_Schneider_Waßmuth_Jungeblut_2025, title={Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*}, DOI={10.1109/LT64002.2025.10941536}, booktitle={2025 22nd International Learning and Technology Conference (L&T)}, publisher={IEEE}, author={Sanaullah, Sanaullah and Honda, Hirotada and Roy, Kaushik and Schneider, Axel and Waßmuth, Joachim and Jungeblut, Thorsten}, year={2025}, pages={274–279} }
HSBI-PUB | DOI
 
[27]
2025 | Artikel | FH-PUB-ID: 6139
@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}, volume={19}, DOI={10.3389/fnins.2025.1617758}, journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB | DOI
 
[26]
2025 | Dissertation | FH-PUB-ID: 6052
@book{Sanaullah_2025, title={Design-Space Exploration of Biologically-Inspired SNN Models for Application-Specific Many-Core Systems}, DOI={10.4119/UNIBI/3003814}, publisher={Universität Bielefeld}, author={Sanaullah, Sanaullah}, year={2025} }
HSBI-PUB | DOI
 
[25]
2024 | Konferenzbeitrag | FH-PUB-ID: 4782
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2024, place={Cham}, series={Communications in Computer and Information Science}, title={A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge Device}, DOI={10.1007/978-3-031-62495-7_24}, booktitle={Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings}, publisher={Springer Nature Switzerland}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Maglogiannis, Ilias and Papaleonidas, Antonios and Pimenidis, Elias and Jayne, ChrisinaEditors}, year={2024}, pages={317–328}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[24]
2024 | Konferenzbeitrag | FH-PUB-ID: 5367 | OA
@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2024, title={Spiking Neural Network Models Analysis on Field Programmable Gate Arrays}, volume={2024}, DOI={10.59200/ICONIC.2024.027}, booktitle={International Conference on Intelligent and Innovative Computing Applications}, publisher={Society of Information Technologists and Engineers Ltd}, author={Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich}, editor={Pudaruth, Sameerchand and Ogudo, KingsleyEditors}, year={2024}, pages={259–270} }
HSBI-PUB | DOI | Download (ext.)
 
[23]
2024 | Konferenzbeitrag | FH-PUB-ID: 5315
@inproceedings{Attaullah_Sanaullah_Jungeblut_2024, place={Budapest, Hungary}, title={FL-DL: Fuzzy Logic with Deep Learning, Hybrid Anomaly Detection and Activity Prediction in Smart Homes Data-Sets}, DOI={10.1109/CINTI63048.2024.10830825}, booktitle={2024 IEEE 24th International Symposium on Computational Intelligence and Informatics (CINTI)}, publisher={IEEE}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2024}, pages={43–48} }
HSBI-PUB | DOI
 
[22]
2024 | Konferenzbeitrag | FH-PUB-ID: 5098
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY, USA}, title={Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications}, DOI={10.1145/3681780.3697244}, booktitle={Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Omitaomu, Olufemi A. and Mostafavi, Ali and Randhawa, Sukanya and Niu, HaoranEditors}, year={2024}, pages={50–53} }
HSBI-PUB | DOI
 
[21]
2024 | Konferenzbeitrag | FH-PUB-ID: 5097
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2024, title={Advancements in Neural Network Generations}, DOI={10.11576/DATANINJA-1167}, booktitle={Proceedings of the sAIOnARA Conference}, publisher={DataNinja sAIOnARA Conference}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Kuhl, Ulrike and DataNinja.nrwEditors}, year={2024} }
HSBI-PUB | DOI
 
[20]
2024 | Konferenzbeitrag | FH-PUB-ID: 5096
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, title={Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning Models}, DOI={10.11576/DATANINJA-1166}, booktitle={Proceedings of the sAIOnARA Conference}, publisher={DataNinja sAIOnARA Conference}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Kuhl, Ulrike and DataNinja.nrwEditors}, year={2024} }
HSBI-PUB | DOI
 
[19]
2024 | Artikel | FH-PUB-ID: 4997 | OA
@article{Attaullah_Sanaullah_Jungeblut_2024, title={Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case Study}, volume={14}, DOI={10.3390/app14199047}, number={199047}, journal={Applied Sciences}, publisher={MDPI AG}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2024} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[18]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4883
@inproceedings{Sanaullah_Roy_Ruckert_Jungeblut_2024, title={Selection of Optimal Neural Model using Spiking Neural Network for Edge Computing  }, DOI={10.1109/ICDCS60910.2024.00147}, booktitle={2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)}, publisher={IEEE}, author={Sanaullah, Sanaullah and Roy, Kaushik and Ruckert, Ulrich and Jungeblut, Thorsten}, editor={IEEEEditor}, year={2024}, pages={1452–1453} }
HSBI-PUB | DOI | Inspire
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 4811
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY, USA}, title={The Next-Gen Interactive Runtime Simulator for Neural Network Programming}, DOI={10.1145/3660829.3660833}, booktitle={Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Söderberg, Emma and Church, LukeEditors}, year={2024}, pages={8–10} }
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 4783 | OA
@inproceedings{Sanaullah_Roy_Rückert_Jungeblut_2024, place={UiT The Arctic University, Tromsø, Norway}, title={A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models}, volume={233}, DOI={10.48550/arXiv.2407.08861}, booktitle={Proceedings of the 5th Northern Lights Deep Learning Conference}, publisher={Proceedings of Machine Learning Research (PMLR)}, author={Sanaullah, Sanaullah and Roy, Kaushik and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Lutchyn, Tetiana and Ramírez Rivera, Adín and Ricaud, Benjamin Editors}, year={2024} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.) | WoS | arXiv
 
[15]
2023 | Buchbeitrag | FH-PUB-ID: 3222
@inbook{Sanaullah_Koravuna_Rückert_Jungeblut_2023, place={Cham}, series={Communications in Computer and Information Science}, title={Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection}, DOI={10.1007/978-3-031-34204-2_17}, booktitle={Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings}, publisher={Springer Nature Switzerland}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Maglogiannis, Ilias and Alonso, Serafin and Jayne, Chrisina and Pimenidis, EliasEditors}, year={2023}, pages={191–202}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[14]
2023 | Artikel | FH-PUB-ID: 3482 | OA
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim}, DOI={10.1142/S0129065723500442}, journal={International Journal of Neural Systems}, publisher={World Scientific Pub Co Pte Ltd}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[13]
2023 | Artikel | FH-PUB-ID: 3572 | OA
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications}, volume={17}, DOI={10.3389/fncom.2023.1215824}, journal={Frontiers in Computational Neuroscience}, publisher={Frontiers Media SA}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[12]
2023 | Artikel | FH-PUB-ID: 3665 | OA
@article{Sanaullah_Koravuna_Ruckert_Jungeblut_2023, title={Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures}, DOI={10.13140/RG.2.2.26328.88324}, journal={Preprint}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Ruckert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[11]
2023 | Konferenzbeitrag | FH-PUB-ID: 3644 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2023, place={Paris France }, title={Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNs}, DOI={10.13140/RG.2.2.14469.32485}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 4207 | OA
@inproceedings{Sanaullah_Jungeblut_2023, place={New York USA}, title={Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis}, DOI={10.5281/zenodo.10457930}, author={Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[9]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4206 | OA
@inproceedings{Sanaullah_Amanullah_Roy_Lee_Chul-Jun_Jungeblut_2023, title={A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting}, DOI={10.5281/zenodo.10458019}, author={Sanaullah, Sanaullah and Amanullah, Amanullah and Roy, Kaushik and Lee, Jeong-A and Chul-Jun, Son and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4205 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs}, DOI={10.5281/zenodo.10262228}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 4208
@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={Digit Recognition Using Spiking Neural Networks on FPGA}, DOI={10.1007/978-3-031-43085-5_32}, booktitle={Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I}, publisher={Springer Nature Switzerland}, author={Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich}, editor={Rojas, Ignacio and Joya, Gonzalo and Catala, AndreuEditors}, year={2023}, pages={406–417}, collection={Lecture Notes in Computer Science} }
HSBI-PUB | DOI
 
[6]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 2919 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut, title={Evaluating Spiking Neural Network Models: A Comparative Performance Analysis}, DOI={10.13140/RG.2.2.36122.82886}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten} }
HSBI-PUB | DOI | Download (ext.)
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 2757
@inproceedings{Sanaullah_Koravuna_Jungeblut_Rückert_2022, title={NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs}, DOI={10.13140/RG.2.2.16202.85444}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Jungeblut, Thorsten and Rückert, Ulrich}, year={2022} }
HSBI-PUB | DOI
 
[4]
2022 | Kurzbeitrag Konferenz | FH-PUB-ID: 2753
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2022, place={Bielefeld University, Germany }, series={Dataninja Spring School 2022}, title={Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation}, DOI={10.13140/RG.2.2.24761.85607}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2022}, collection={Dataninja Spring School 2022} }
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3480 | OA
@inproceedings{Sanaullah_Koravuna_Ruckert_Jungeblut_2022, title={Real-Time SNNs Model Analyzing and Visualizing Experimentation}, DOI={10.13140/RG.2.2.14584.83201/1}, publisher={Unpublished}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Ruckert, Ulrich and Jungeblut, Thorsten}, year={2022} }
HSBI-PUB | DOI | Download (ext.)
 
[2]
2022 | Konferenzbeitrag | FH-PUB-ID: 2276
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2022, place={Cham}, series={Communications in Computer and Information Science}, title={SNNs Model Analyzing and Visualizing Experimentation Using RAVSim}, DOI={10.1007/978-3-031-08223-8_4}, booktitle={Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings}, publisher={Springer International Publishing}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Jayne, Chrisina and Tefas, Anastasios and Pimenidis, EliasEditors}, year={2022}, pages={40–51}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[1]
2019 | Konferenzbeitrag | FH-PUB-ID: 2975 | OA
@inproceedings{Sanaullah_Baig_Lee, title={Accelerating the Threshold and Timing Analysis of Genetic Logic Circuit Models}, DOI={10.13140/RG.2.2.27989.50402}, author={Sanaullah, Sanaullah and Baig, Hasan and Lee, Jeong A} }
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29 Publikationen

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[29]
2025 | Artikel | FH-PUB-ID: 5366
@article{Sanaullah_Schneider_Waßmuth_Rückert_Jungeblut_2025, title={RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models}, volume={29}, DOI={10.1016/j.softx.2024.102006}, number={102006}, journal={SoftwareX}, publisher={Elsevier BV}, author={Sanaullah, Sanaullah and Schneider, Axel and Waßmuth, Joachim and Rückert, Ulrich and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB | DOI
 
[28]
2025 | Konferenzbeitrag | FH-PUB-ID: 5976
@inproceedings{Sanaullah_Honda_Roy_Schneider_Waßmuth_Jungeblut_2025, title={Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*}, DOI={10.1109/LT64002.2025.10941536}, booktitle={2025 22nd International Learning and Technology Conference (L&T)}, publisher={IEEE}, author={Sanaullah, Sanaullah and Honda, Hirotada and Roy, Kaushik and Schneider, Axel and Waßmuth, Joachim and Jungeblut, Thorsten}, year={2025}, pages={274–279} }
HSBI-PUB | DOI
 
[27]
2025 | Artikel | FH-PUB-ID: 6139
@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}, volume={19}, DOI={10.3389/fnins.2025.1617758}, journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB | DOI
 
[26]
2025 | Dissertation | FH-PUB-ID: 6052
@book{Sanaullah_2025, title={Design-Space Exploration of Biologically-Inspired SNN Models for Application-Specific Many-Core Systems}, DOI={10.4119/UNIBI/3003814}, publisher={Universität Bielefeld}, author={Sanaullah, Sanaullah}, year={2025} }
HSBI-PUB | DOI
 
[25]
2024 | Konferenzbeitrag | FH-PUB-ID: 4782
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2024, place={Cham}, series={Communications in Computer and Information Science}, title={A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge Device}, DOI={10.1007/978-3-031-62495-7_24}, booktitle={Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings}, publisher={Springer Nature Switzerland}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Maglogiannis, Ilias and Papaleonidas, Antonios and Pimenidis, Elias and Jayne, ChrisinaEditors}, year={2024}, pages={317–328}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[24]
2024 | Konferenzbeitrag | FH-PUB-ID: 5367 | OA
@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2024, title={Spiking Neural Network Models Analysis on Field Programmable Gate Arrays}, volume={2024}, DOI={10.59200/ICONIC.2024.027}, booktitle={International Conference on Intelligent and Innovative Computing Applications}, publisher={Society of Information Technologists and Engineers Ltd}, author={Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich}, editor={Pudaruth, Sameerchand and Ogudo, KingsleyEditors}, year={2024}, pages={259–270} }
HSBI-PUB | DOI | Download (ext.)
 
[23]
2024 | Konferenzbeitrag | FH-PUB-ID: 5315
@inproceedings{Attaullah_Sanaullah_Jungeblut_2024, place={Budapest, Hungary}, title={FL-DL: Fuzzy Logic with Deep Learning, Hybrid Anomaly Detection and Activity Prediction in Smart Homes Data-Sets}, DOI={10.1109/CINTI63048.2024.10830825}, booktitle={2024 IEEE 24th International Symposium on Computational Intelligence and Informatics (CINTI)}, publisher={IEEE}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2024}, pages={43–48} }
HSBI-PUB | DOI
 
[22]
2024 | Konferenzbeitrag | FH-PUB-ID: 5098
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY, USA}, title={Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications}, DOI={10.1145/3681780.3697244}, booktitle={Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Omitaomu, Olufemi A. and Mostafavi, Ali and Randhawa, Sukanya and Niu, HaoranEditors}, year={2024}, pages={50–53} }
HSBI-PUB | DOI
 
[21]
2024 | Konferenzbeitrag | FH-PUB-ID: 5097
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2024, title={Advancements in Neural Network Generations}, DOI={10.11576/DATANINJA-1167}, booktitle={Proceedings of the sAIOnARA Conference}, publisher={DataNinja sAIOnARA Conference}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Kuhl, Ulrike and DataNinja.nrwEditors}, year={2024} }
HSBI-PUB | DOI
 
[20]
2024 | Konferenzbeitrag | FH-PUB-ID: 5096
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, title={Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning Models}, DOI={10.11576/DATANINJA-1166}, booktitle={Proceedings of the sAIOnARA Conference}, publisher={DataNinja sAIOnARA Conference}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Kuhl, Ulrike and DataNinja.nrwEditors}, year={2024} }
HSBI-PUB | DOI
 
[19]
2024 | Artikel | FH-PUB-ID: 4997 | OA
@article{Attaullah_Sanaullah_Jungeblut_2024, title={Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case Study}, volume={14}, DOI={10.3390/app14199047}, number={199047}, journal={Applied Sciences}, publisher={MDPI AG}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2024} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[18]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 4883
@inproceedings{Sanaullah_Roy_Ruckert_Jungeblut_2024, title={Selection of Optimal Neural Model using Spiking Neural Network for Edge Computing  }, DOI={10.1109/ICDCS60910.2024.00147}, booktitle={2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)}, publisher={IEEE}, author={Sanaullah, Sanaullah and Roy, Kaushik and Ruckert, Ulrich and Jungeblut, Thorsten}, editor={IEEEEditor}, year={2024}, pages={1452–1453} }
HSBI-PUB | DOI | Inspire
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 4811
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY, USA}, title={The Next-Gen Interactive Runtime Simulator for Neural Network Programming}, DOI={10.1145/3660829.3660833}, booktitle={Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Söderberg, Emma and Church, LukeEditors}, year={2024}, pages={8–10} }
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 4783 | OA
@inproceedings{Sanaullah_Roy_Rückert_Jungeblut_2024, place={UiT The Arctic University, Tromsø, Norway}, title={A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models}, volume={233}, DOI={10.48550/arXiv.2407.08861}, booktitle={Proceedings of the 5th Northern Lights Deep Learning Conference}, publisher={Proceedings of Machine Learning Research (PMLR)}, author={Sanaullah, Sanaullah and Roy, Kaushik and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Lutchyn, Tetiana and Ramírez Rivera, Adín and Ricaud, Benjamin Editors}, year={2024} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.) | WoS | arXiv
 
[15]
2023 | Buchbeitrag | FH-PUB-ID: 3222
@inbook{Sanaullah_Koravuna_Rückert_Jungeblut_2023, place={Cham}, series={Communications in Computer and Information Science}, title={Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection}, DOI={10.1007/978-3-031-34204-2_17}, booktitle={Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings}, publisher={Springer Nature Switzerland}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Maglogiannis, Ilias and Alonso, Serafin and Jayne, Chrisina and Pimenidis, EliasEditors}, year={2023}, pages={191–202}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[14]
2023 | Artikel | FH-PUB-ID: 3482 | OA
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim}, DOI={10.1142/S0129065723500442}, journal={International Journal of Neural Systems}, publisher={World Scientific Pub Co Pte Ltd}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[13]
2023 | Artikel | FH-PUB-ID: 3572 | OA
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications}, volume={17}, DOI={10.3389/fncom.2023.1215824}, journal={Frontiers in Computational Neuroscience}, publisher={Frontiers Media SA}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[12]
2023 | Artikel | FH-PUB-ID: 3665 | OA
@article{Sanaullah_Koravuna_Ruckert_Jungeblut_2023, title={Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures}, DOI={10.13140/RG.2.2.26328.88324}, journal={Preprint}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Ruckert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[11]
2023 | Konferenzbeitrag | FH-PUB-ID: 3644 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2023, place={Paris France }, title={Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNs}, DOI={10.13140/RG.2.2.14469.32485}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 4207 | OA
@inproceedings{Sanaullah_Jungeblut_2023, place={New York USA}, title={Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis}, DOI={10.5281/zenodo.10457930}, author={Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[9]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4206 | OA
@inproceedings{Sanaullah_Amanullah_Roy_Lee_Chul-Jun_Jungeblut_2023, title={A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting}, DOI={10.5281/zenodo.10458019}, author={Sanaullah, Sanaullah and Amanullah, Amanullah and Roy, Kaushik and Lee, Jeong-A and Chul-Jun, Son and Jungeblut, Thorsten}, year={2023} }
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[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4205 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2023, title={A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs}, DOI={10.5281/zenodo.10262228}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 4208
@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={Digit Recognition Using Spiking Neural Networks on FPGA}, DOI={10.1007/978-3-031-43085-5_32}, booktitle={Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I}, publisher={Springer Nature Switzerland}, author={Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich}, editor={Rojas, Ignacio and Joya, Gonzalo and Catala, AndreuEditors}, year={2023}, pages={406–417}, collection={Lecture Notes in Computer Science} }
HSBI-PUB | DOI
 
[6]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 2919 | OA
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut, title={Evaluating Spiking Neural Network Models: A Comparative Performance Analysis}, DOI={10.13140/RG.2.2.36122.82886}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten} }
HSBI-PUB | DOI | Download (ext.)
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 2757
@inproceedings{Sanaullah_Koravuna_Jungeblut_Rückert_2022, title={NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs}, DOI={10.13140/RG.2.2.16202.85444}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Jungeblut, Thorsten and Rückert, Ulrich}, year={2022} }
HSBI-PUB | DOI
 
[4]
2022 | Kurzbeitrag Konferenz | FH-PUB-ID: 2753
@article{Sanaullah_Koravuna_Rückert_Jungeblut_2022, place={Bielefeld University, Germany }, series={Dataninja Spring School 2022}, title={Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation}, DOI={10.13140/RG.2.2.24761.85607}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, year={2022}, collection={Dataninja Spring School 2022} }
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3480 | OA
@inproceedings{Sanaullah_Koravuna_Ruckert_Jungeblut_2022, title={Real-Time SNNs Model Analyzing and Visualizing Experimentation}, DOI={10.13140/RG.2.2.14584.83201/1}, publisher={Unpublished}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Ruckert, Ulrich and Jungeblut, Thorsten}, year={2022} }
HSBI-PUB | DOI | Download (ext.)
 
[2]
2022 | Konferenzbeitrag | FH-PUB-ID: 2276
@inproceedings{Sanaullah_Koravuna_Rückert_Jungeblut_2022, place={Cham}, series={Communications in Computer and Information Science}, title={SNNs Model Analyzing and Visualizing Experimentation Using RAVSim}, DOI={10.1007/978-3-031-08223-8_4}, booktitle={Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings}, publisher={Springer International Publishing}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Jayne, Chrisina and Tefas, Anastasios and Pimenidis, EliasEditors}, year={2022}, pages={40–51}, collection={Communications in Computer and Information Science} }
HSBI-PUB | DOI
 
[1]
2019 | Konferenzbeitrag | FH-PUB-ID: 2975 | OA
@inproceedings{Sanaullah_Baig_Lee, title={Accelerating the Threshold and Timing Analysis of Genetic Logic Circuit Models}, DOI={10.13140/RG.2.2.27989.50402}, author={Sanaullah, Sanaullah and Baig, Hasan and Lee, Jeong A} }
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