22 Publikationen
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994116Poster: Selection of Optimal Neural Model using Spiking Neural Network for Edge ComputingPUB | DOI | WoS
Ullah S, Roy K, Rückert U, Jungeblut T (2024)
In: 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS). IEEE: 1452-1453. -
2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2994119A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge DevicePUB | DOI
Ullah S, Koravuna S, Rückert U, Jungeblut T (2024)
In: Engineering Applications of Neural Networks. 25th International Conference, EANN 2024, Corfu, Greece, June 27–30, 2024, Proceedings. Iliadis L, Maglogiannis I, Papaleonidas A, Pimenidis E, Jayne C (Eds); Communications in Computer and Information Science. Cham: Springer Nature Switzerland: 317-328. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994118A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning ModelsPUB | DOI
Ullah S, Roy K, Rückert U, Jungeblut T (2024)
Proceedings of the 5th Northern Lights Deep Learning Conference. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994117The Next-Gen Interactive Runtime Simulator for Neural Network ProgrammingPUB | DOI
Ullah S, Attaullah H, Jungeblut T (2024)
In: Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming. Söderberg E, Church L (Eds); New York, NY, USA: ACM: 8-10. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994115Analyzing Machine Learning Models for Activity Recognition Using Homomorphically Encrypted Real-World Smart Home Datasets: A Case StudyPUB | DOI
Attaullah H, Ullah S, Jungeblut T (2024)
Applied Sciences 14(19): 9047. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994114Trade-offs Between Privacy and Performance in Encrypted Dataset using Machine Learning ModelsPUB | DOI
Ullah S, Attaullah H, Jungeblut T (2024)
Proceedings of the sAIOnARA Conference. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994113Advancements in Neural Network GenerationsPUB | DOI
Ullah S, Koravuna S, Rückert U, Jungeblut T (2024)
Proceedings of the sAIOnARA Conference. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994112Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI ApplicationsPUB | DOI
Ullah S, Attaullah H, Jungeblut T (2024)
In: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI. Omitaomu OA, Mostafavi A, Randhawa S, Niu H (Eds); New York, NY, USA: ACM: 50-53. -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982809Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer SelectionPUB | DOI | WoS
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
In: Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings. Iliadis L, Maglogiannis I, Alonso S, Jayne C, Pimenidis E (Eds); Communications in Computer and Information Science. Cham: Springer Nature Switzerland: 191-202. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982807
Exploring spiking neural networks: a comprehensive analysis of mathematical models and applicationsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
Frontiers in Computational Neuroscience 17. -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2985715Digit Recognition Using Spiking Neural Networks on FPGAPUB | DOI
Koravuna S, Ullah S, Jungeblut T, Rückert U (2023)
In: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I. Rojas I, Joya G, Catala A (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 406-417. -
2023 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2985713Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain AnalysisPUB | DOI | Download (ext.)
Ullah S, Jungeblut T (2023)
In: 19th International Conference on Machine Learning and Data Mining MLDM. New York USA. -
2023 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2985712A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image InpaintingPUB | DOI | Download (ext.)
Ullah S, Amanullah A, Roy K, Lee J-A, Chul-Jun S, Jungeblut T (2023)
In: International Conference on Computer Vision (ICCV) 2023. Paris France . -
2023 | Konferenzbeitrag | Angenommen | PUB-ID: 2985188A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNsPUB | DOI | Download (ext.) | Preprint
Ullah S, Koravuna S, Rückert U, Jungeblut T (Accepted)
Presented at the Novel Trends in Data Science 2023, Congressi Stefano Franscini at Monte Verità in Ticino, Switzerland. -
2023 | Konferenzbeitrag | PUB-ID: 2983660Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNsPUB | DOI
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
Presented at the International Conference on Computer Vision (ICCV) 2023, Paris France. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982808Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSimPUB | DOI | WoS | PubMed | Europe PMC
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
International Journal of Neural Systems 33(09): 2350044. -
2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982810Evaluating Spiking Neural Network Models: A Comparative Performance AnalysisPUB | DOI
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023) . -
2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982811Design-Space Exploration of SNN Models using Application-Specific Multi-Core ArchitecturesPUB | DOI
Ullah S, Koravuna S, Rückert U, Jungeblut T (2023) . -
2022 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982814Real-Time Resource Efficient Simulator for SNNs-based Model ExperimentationPUB | DOI
Ullah S, Koravuna S, Jungeblut T, Rückert U (2022) . -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979461SNNs Model Analyzing and Visualizing Experimentation Using RAVSimPUB | DOI | Download (ext.)
Ullah S, Koravuna S, Rückert U, Jungeblut T (2022)
In: Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings. Iliadis L, Jayne C, Tefas A, Pimenidis E (Eds); Communications in Computer and Information Science. Cham: Springer International Publishing: 40-51. -
2022 | Preprint | PUB-ID: 2982804NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNsPUB | DOI
Ullah S, Koravuna S, Jungeblut T, Rückert U (2022) . -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984760A Parallel Approach to Perform Threshold Value and Propagation Delay Analyses of Genetic Logic Circuit ModelsPUB | DOI
Ullah S, Baig H, Madsen J, Lee J-A (2020)
ACS Synthetic Biology 9(12): 3422-3428.