@article{6139,
  author       = {Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten},
  issn         = {1662-453X},
  journal      = {Frontiers in Neuroscience},
  publisher    = {Frontiers Media SA},
  title        = {{DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}},
  doi          = {10.3389/fnins.2025.1617758},
  volume       = {19},
  year         = {2025},
}

@phdthesis{6052,
  author       = {Sanaullah, Sanaullah},
  pages        = {258},
  publisher    = {Universität Bielefeld},
  title        = {{Design-Space Exploration of Biologically-Inspired SNN Models for Application-Specific Many-Core Systems}},
  doi          = {10.4119/UNIBI/3003814},
  year         = {2025},
}

@inproceedings{5976,
  author       = {Sanaullah, Sanaullah and Honda, Hirotada and Roy, Kaushik and Schneider, Axel and Waßmuth, Joachim and Jungeblut, Thorsten},
  booktitle    = {2025 22nd International Learning and Technology Conference (L&T)},
  location     = {Jeddah, Saudi Arabia},
  pages        = {274--279},
  publisher    = {IEEE},
  title        = {{Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*}},
  doi          = {10.1109/LT64002.2025.10941536},
  year         = {2025},
}

@article{5366,
  author       = {Sanaullah, Sanaullah and Schneider, Axel and Waßmuth, Joachim and Rückert, Ulrich and Jungeblut, Thorsten},
  issn         = {23527110},
  journal      = {SoftwareX},
  publisher    = {Elsevier BV},
  title        = {{RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models}},
  doi          = {10.1016/j.softx.2024.102006},
  volume       = {29},
  year         = {2025},
}

@inproceedings{5367,
  author       = {Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich},
  booktitle    = {International Conference on Intelligent and Innovative Computing Applications},
  editor       = {Pudaruth, Sameerchand and Ogudo, Kingsley},
  issn         = {1694464X},
  location     = {Pearle Beach Hotel & Spa, in the paradise island of Mauritius},
  pages        = {259--270},
  publisher    = {Society of Information Technologists and Engineers Ltd},
  title        = {{Spiking Neural Network Models Analysis on Field Programmable Gate Arrays}},
  doi          = {10.59200/ICONIC.2024.027},
  volume       = {2024},
  year         = {2024},
}

@inproceedings{5315,
  author       = {Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten},
  booktitle    = {2024 IEEE 24th International Symposium on Computational Intelligence and Informatics (CINTI)},
  issn         = {2471-9269},
  location     = {Budapest, Hungary},
  pages        = {43--48},
  publisher    = {IEEE},
  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},
  year         = {2024},
}

@inproceedings{5096,
  author       = {Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten},
  booktitle    = {Proceedings of the sAIOnARA Conference},
  editor       = {Kuhl, Ulrike },
  location     = {Bielefeld},
  publisher    = {DataNinja sAIOnARA Conference},
  title        = {{Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning Models}},
  doi          = {10.11576/DATANINJA-1166},
  year         = {2024},
}

@inproceedings{5097,
  author       = {Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten},
  booktitle    = {Proceedings of the sAIOnARA Conference},
  editor       = {Kuhl, Ulrike },
  location     = {Bielefeld},
  publisher    = {DataNinja sAIOnARA Conference},
  title        = {{Advancements in Neural Network Generations}},
  doi          = {10.11576/DATANINJA-1167},
  year         = {2024},
}

@inproceedings{5098,
  author       = {Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten},
  booktitle    = {Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI},
  editor       = {Omitaomu, Olufemi A. and Mostafavi, Ali and Randhawa, Sukanya and Niu, Haoran},
  isbn         = {9798400711565},
  location     = {Atlanta GA USA},
  pages        = {50--53},
  publisher    = {ACM},
  title        = {{Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications}},
  doi          = {10.1145/3681780.3697244},
  year         = {2024},
}

@article{4997,
  author       = {Attaullah, Hasina and Sanaullah, Sanaullah and Jungeblut, Thorsten},
  issn         = {2076-3417},
  journal      = {Applied Sciences},
  number       = {19},
  publisher    = {MDPI AG},
  title        = {{Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case Study}},
  doi          = {10.3390/app14199047},
  volume       = {14},
  year         = {2024},
}

@inproceedings{4883,
  author       = {Sanaullah, Sanaullah and Roy, Kaushik and Ruckert, Ulrich and Jungeblut, Thorsten},
  booktitle    = {2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)},
  location     = {Jersey City, NJ, USA},
  pages        = {1452--1453},
  publisher    = {IEEE},
  title        = {{Selection of Optimal Neural Model using Spiking Neural Network for Edge Computing   }},
  doi          = {10.1109/ICDCS60910.2024.00147},
  year         = {2024},
}

@inproceedings{4782,
  author       = {Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten},
  booktitle    = {Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings},
  editor       = {Iliadis, Lazaros and Maglogiannis, Ilias and Papaleonidas, Antonios and Pimenidis, Elias and Jayne, Chrisina},
  isbn         = {978-3-031-62494-0},
  issn         = {1865-0937},
  location     = {Corfu, Greece},
  pages        = {317--328},
  publisher    = {Springer Nature Switzerland},
  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},
  year         = {2024},
}

@inproceedings{4783,
  author       = {Sanaullah, Sanaullah and Roy, Kaushik and Rückert, Ulrich  and Jungeblut, Thorsten},
  booktitle    = {Proceedings of the 5th Northern Lights Deep Learning Conference},
  editor       = {Lutchyn, Tetiana  and Ramírez Rivera, Adín  and Ricaud, Benjamin },
  location     = {UiT The Arctic University, Tromsø, Norway},
  publisher    = {Proceedings of Machine Learning Research (PMLR)},
  title        = {{A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models}},
  doi          = {10.48550/arXiv.2407.08861},
  volume       = {233},
  year         = {2024},
}

@inproceedings{4811,
  author       = {Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten},
  booktitle    = {Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming},
  editor       = {Söderberg, Emma and Church, Luke},
  isbn         = {9798400706349},
  location     = {Lund Sweden},
  pages        = {8--10},
  publisher    = {ACM},
  title        = {{The Next-Gen Interactive Runtime Simulator for Neural Network Programming}},
  doi          = {10.1145/3660829.3660833},
  year         = {2024},
}

@inproceedings{4205,
  author       = {Sanaullah, Sanaullah and Koravuna, Shamini  and Rückert, Ulrich  and Jungeblut, Thorsten},
  keywords     = {Spiking Neural Network, Neural Network, Object Detection},
  location     = {Congressi Stefano Franscini at Monte Verità in Ticino, Switzerland},
  title        = {{A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs}},
  doi          = {10.5281/zenodo.10262228},
  year         = {2023},
}

@inproceedings{4206,
  author       = {Sanaullah, Sanaullah and Amanullah, Amanullah and Roy, Kaushik  and Lee, Jeong-A  and Chul-Jun, Son  and Jungeblut, Thorsten},
  keywords     = {hybrid SC-NN, SNN, CNN, Machine Learning},
  location     = {Paris France},
  title        = {{A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting}},
  doi          = {10.5281/zenodo.10458019},
  year         = {2023},
}

@inproceedings{4207,
  author       = {Sanaullah, Sanaullah and Jungeblut, Thorsten},
  keywords     = {Brain Analysis, Machine Learning, Simulator, Runtime Simulator},
  location     = {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},
  year         = {2023},
}

@inproceedings{4208,
  author       = {Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich},
  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},
  editor       = {Rojas, Ignacio and Joya, Gonzalo and Catala, Andreu},
  isbn         = {978-3-031-43084-8},
  issn         = {1611-3349},
  pages        = {406--417},
  publisher    = {Springer Nature Switzerland},
  title        = {{Digit Recognition Using Spiking Neural Networks on FPGA}},
  doi          = {10.1007/978-3-031-43085-5_32},
  year         = {2023},
}

@inproceedings{3644,
  author       = {Sanaullah, Sanaullah and Koravuna, Shamini and Rückert, Ulrich and Jungeblut, Thorsten},
  location     = {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},
  year         = {2023},
}

@article{3665,
  author       = {Sanaullah, Sanaullah and Koravuna, Shamini and Ruckert, Ulrich and Jungeblut, Thorsten},
  journal      = {Preprint},
  title        = {{Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures}},
  doi          = {10.13140/RG.2.2.26328.88324},
  year         = {2023},
}