Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
M. I. Köse, Q. A. Ahmed, and T. Jungeblut, “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge,” in The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025, San Diego, CA, USA., 2025.
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2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
F. Jalil, M. Awais, Q. A. Ahmed, H. G. Mohammadi, T. Jungeblut, and M. Platzner, “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators,” in 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Naples, Italy , 2025, pp. 115–118.
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
F. Jalil, J. Leuering, Q. A. Ahmed, W. Schenck, and T. Jungeblut, “NNXC: Neural Network Meets Approximate Computing,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld, 2025.
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
S. Wermuth, Q. A. Ahmed, and T. Jungeblut, “From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation,” in Workshop on AI and its Applications, Bielefeld, 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
M. I. Köse, Q. A. Ahmed, and T. Jungeblut, “Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld, 2025.
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
J. Leuering, F. Jalil, Q. A. Ahmed, W. Schenck, and T. Jungeblut, “Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Q. A. Ahmed et al., “RelaX: Reliability Assessment in Approximate Circuits,” presented at the The 9th Workshop on Approximate Computing, 2024 ACM/IEEE International Conference on Computer-Aided Design, New Jersey, USA, 2024.
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2023 | Artikel | FH-PUB-ID: 5054 |
M. A. Rajput, S. Alyami, Q. A. Ahmed, H. Alshahrani, Y. Asiri, and A. Shaikh, “Improved Learning-Based Design Space Exploration for Approximate Instance Generation,” IEEE Access, vol. 11, pp. 18291–18299, 2023.
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2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Q. A. Ahmed, T. Wiersema, and M. Platzner, “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan,” in Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Darmstadt, Germany, 2019, pp. 127–136.
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20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
M. I. Köse, Q. A. Ahmed, and T. Jungeblut, “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge,” in The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025, San Diego, CA, USA., 2025.
HSBI-PUB
| Download (ext.)
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
F. Jalil, M. Awais, Q. A. Ahmed, H. G. Mohammadi, T. Jungeblut, and M. Platzner, “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators,” in 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Naples, Italy , 2025, pp. 115–118.
HSBI-PUB
| DOI
| Download (ext.)
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
F. Jalil, J. Leuering, Q. A. Ahmed, W. Schenck, and T. Jungeblut, “NNXC: Neural Network Meets Approximate Computing,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld, 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
S. Wermuth, Q. A. Ahmed, and T. Jungeblut, “From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation,” in Workshop on AI and its Applications, Bielefeld, 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
M. I. Köse, Q. A. Ahmed, and T. Jungeblut, “Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld, 2025.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
J. Leuering, F. Jalil, Q. A. Ahmed, W. Schenck, and T. Jungeblut, “Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements,” presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Q. A. Ahmed et al., “RelaX: Reliability Assessment in Approximate Circuits,” presented at the The 9th Workshop on Approximate Computing, 2024 ACM/IEEE International Conference on Computer-Aided Design, New Jersey, USA, 2024.
HSBI-PUB
| Dateien verfügbar
| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5054 |
M. A. Rajput, S. Alyami, Q. A. Ahmed, H. Alshahrani, Y. Asiri, and A. Shaikh, “Improved Learning-Based Design Space Exploration for Approximate Instance Generation,” IEEE Access, vol. 11, pp. 18291–18299, 2023.
HSBI-PUB
| DOI
| Download (ext.)
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Q. A. Ahmed, T. Wiersema, and M. Platzner, “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan,” in Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Darmstadt, Germany, 2019, pp. 127–136.
HSBI-PUB
| DOI