[{"language":[{"iso":"eng"}],"year":"2025","_id":"6073","conference":{"start_date":"2025-06-23","end_date":"2025-06-26","name":"55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)","location":"Naples, Italy "},"status":"public","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Jalil, Farjana</span> ; <span style=\"font-variant:small-caps;\">Awais, Muhammad</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Mohammadi, Hassan Ghasemzadeh</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Platzner, Marco</span>: Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: <span style=\"font-variant:small-caps;\">Institute of Electrical and Electronics Engineers (IEEE)</span> (Hrsg.): <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i> : IEEE, 2025, S. 115–118","apa":"Jalil, F., Awais, M., Ahmed, Q. A., Mohammadi, H. G., Jungeblut, T., &#38; Platzner, M. (2025). Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In Institute of Electrical and Electronics Engineers (IEEE) (Ed.), <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i> (pp. 115–118). Naples, Italy : IEEE. <a href=\"https://doi.org/10.1109/DSN-W65791.2025.00048\">https://doi.org/10.1109/DSN-W65791.2025.00048</a>","bibtex":"@inproceedings{Jalil_Awais_Ahmed_Mohammadi_Jungeblut_Platzner_2025, title={Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators}, DOI={<a href=\"https://doi.org/10.1109/DSN-W65791.2025.00048\">10.1109/DSN-W65791.2025.00048</a>}, booktitle={2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)}, publisher={IEEE}, author={Jalil, Farjana and Awais, Muhammad and Ahmed, Qazi Arbab and Mohammadi, Hassan Ghasemzadeh and Jungeblut, Thorsten and Platzner, Marco}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2025}, pages={115–118} }","ieee":"F. Jalil, M. Awais, Q. A. Ahmed, H. G. Mohammadi, T. Jungeblut, and M. Platzner, “Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators,” in <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i>, Naples, Italy , 2025, pp. 115–118.","mla":"Jalil, Farjana, et al. “Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i>, edited by Institute of Electrical and Electronics Engineers (IEEE), IEEE, 2025, pp. 115–18, doi:<a href=\"https://doi.org/10.1109/DSN-W65791.2025.00048\">10.1109/DSN-W65791.2025.00048</a>.","ama":"Jalil F, Awais M, Ahmed QA, Mohammadi HG, Jungeblut T, Platzner M. Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: Institute of Electrical and Electronics Engineers (IEEE), ed. <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i>. IEEE; 2025:115-118. doi:<a href=\"https://doi.org/10.1109/DSN-W65791.2025.00048\">10.1109/DSN-W65791.2025.00048</a>","short":"F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, in: Institute of Electrical and Electronics Engineers (IEEE) (Ed.), 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), IEEE, 2025, pp. 115–118.","chicago":"Jalil, Farjana, Muhammad Awais, Qazi Arbab Ahmed, Hassan Ghasemzadeh Mohammadi, Thorsten Jungeblut, and Marco Platzner. “Deep&#38;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” In <i>2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)</i>, edited by Institute of Electrical and Electronics Engineers (IEEE), 115–18. IEEE, 2025. <a href=\"https://doi.org/10.1109/DSN-W65791.2025.00048\">https://doi.org/10.1109/DSN-W65791.2025.00048</a>."},"author":[{"id":"260919","first_name":"Farjana","full_name":"Jalil, Farjana","last_name":"Jalil"},{"full_name":"Awais, Muhammad","last_name":"Awais","first_name":"Muhammad"},{"orcid":"0000-0002-1837-2254","full_name":"Ahmed, Qazi Arbab","last_name":"Ahmed","first_name":"Qazi Arbab","id":"257333","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/188568216"},{"full_name":"Mohammadi, Hassan Ghasemzadeh","last_name":"Mohammadi","first_name":"Hassan Ghasemzadeh"},{"last_name":"Jungeblut","full_name":"Jungeblut, Thorsten","orcid":"0000-0001-7425-8766","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/188568217","id":"242294","first_name":"Thorsten"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"page":"115-118","publisher":"IEEE","date_updated":"2026-03-17T15:29:26Z","doi":"10.1109/DSN-W65791.2025.00048","user_id":"257333","main_file_link":[{"open_access":"1"}],"corporate_editor":["Institute of Electrical and Electronics Engineers (IEEE)"],"type":"conference","publication_identifier":{"eisbn":["979-8-3315-1205-7"]},"project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"oa":"1","publication":"2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)","publication_status":"published","department":[{"_id":"103"}],"title":"Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators","date_created":"2025-07-24T11:31:57Z"},{"language":[{"iso":"eng"}],"year":"2025","_id":"6077","publisher":"Institute for Data Science Solutions","date_updated":"2026-03-17T15:29:26Z","conference":{"location":"Bielefeld","name":"KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses","end_date":"2025-06-03","start_date":"2025-06-03"},"status":"public","place":"Bielefeld","author":[{"first_name":"Julien","id":"260749","orcid":"0000-0001-7101-378X","full_name":"Leuering, Julien","last_name":"Leuering"},{"first_name":"Farjana","id":"260919","last_name":"Jalil","full_name":"Jalil, Farjana"},{"id":"257333","first_name":"Qazi Arbab","last_name":"Ahmed","full_name":"Ahmed, Qazi Arbab","orcid":"0000-0002-1837-2254"},{"first_name":"Wolfram","id":"224375","last_name":"Schenck","orcid":"0000-0003-3300-2048","full_name":"Schenck, Wolfram"},{"orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","last_name":"Jungeblut","first_name":"Thorsten","id":"242294"}],"citation":{"apa":"Leuering, J., Jalil, F., Ahmed, Q. A., Schenck, W., &#38; Jungeblut, T. (n.d.). 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: Institute for Data Science Solutions.","bibtex":"@inproceedings{Leuering_Jalil_Ahmed_Schenck_Jungeblut, place={Bielefeld}, title={Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}, publisher={Institute for Data Science Solutions}, author={Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten} }","alphadin":"<span style=\"font-variant:small-caps;\">Leuering, Julien</span> ; <span style=\"font-variant:small-caps;\">Jalil, Farjana</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: . Bielefeld : Institute for Data Science Solutions","ieee":"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.","ama":"Leuering J, Jalil F, Ahmed QA, Schenck W, Jungeblut T. Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: Bielefeld: Institute for Data Science Solutions.","mla":"Leuering, Julien, et al. <i>Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements</i>. Institute for Data Science Solutions.","short":"J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.","chicago":"Leuering, Julien, Farjana Jalil, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements.” Bielefeld: Institute for Data Science Solutions, n.d."},"publication_status":"accepted","user_id":"242294","type":"conference_abstract","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"title":"Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements","date_created":"2025-07-24T17:02:56Z","department":[{"_id":"103"}]},{"project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"type":"conference_abstract","user_id":"257333","department":[{"_id":"103"}],"date_created":"2025-07-27T12:34:10Z","title":"NNXC: Neural Network Meets Approximate Computing","_id":"6080","year":"2025","language":[{"iso":"eng"}],"citation":{"apa":"Jalil, F., Leuering, J., Ahmed, Q. A., Schenck, W., &#38; Jungeblut, T. (2025). NNXC: Neural Network Meets Approximate Computing. Presented at the KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses, Bielefeld:  Institute for Data Science Solutions.","bibtex":"@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={NNXC: Neural Network Meets Approximate Computing}, publisher={ Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }","alphadin":"<span style=\"font-variant:small-caps;\">Jalil, Farjana</span> ; <span style=\"font-variant:small-caps;\">Leuering, Julien</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: NNXC: Neural Network Meets Approximate Computing. In: . Bielefeld :  Institute for Data Science Solutions, 2025","ieee":"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.","ama":"Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. NNXC: Neural Network Meets Approximate Computing. In: Bielefeld:  Institute for Data Science Solutions; 2025.","mla":"Jalil, Farjana, et al. <i>NNXC: Neural Network Meets Approximate Computing</i>.  Institute for Data Science Solutions, 2025.","chicago":"Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “NNXC: Neural Network Meets Approximate Computing.” Bielefeld:  Institute for Data Science Solutions, 2025.","short":"F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in:  Institute for Data Science Solutions, Bielefeld, 2025."},"author":[{"last_name":"Jalil","full_name":"Jalil, Farjana","first_name":"Farjana","id":"260919"},{"first_name":"Julien","id":"260749","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7101-378X/work/198206660","last_name":"Leuering","orcid":"0000-0001-7101-378X","full_name":"Leuering, Julien"},{"full_name":"Ahmed, Qazi Arbab","orcid":"0000-0002-1837-2254","last_name":"Ahmed","id":"257333","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/188693619","first_name":"Qazi Arbab"},{"first_name":"Wolfram","id":"224375","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-3300-2048/work/188693620","last_name":"Schenck","orcid":"0000-0003-3300-2048","full_name":"Schenck, Wolfram"},{"first_name":"Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/188693621","id":"242294","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten"}],"place":"Bielefeld","status":"public","conference":{"start_date":"2025-06-03","end_date":"2025-06-03","name":"KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses","location":"Bielefeld"},"date_updated":"2026-03-17T15:29:26Z","publisher":" Institute for Data Science Solutions"},{"_id":"6081","year":"2025","language":[{"iso":"eng"}],"doi":"10.60802/sidas.2025.2","date_updated":"2026-03-17T15:29:26Z","publisher":"Institute for Data Science Solutions","citation":{"ieee":"F. Jalil, J. Leuering, Q. A. Ahmed, W. Schenck, and T. Jungeblut, “AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications,” in <i>Workshop on AI and its Applications</i>, Bielefeld, 2025.","alphadin":"<span style=\"font-variant:small-caps;\">Jalil, Farjana</span> ; <span style=\"font-variant:small-caps;\">Leuering, Julien</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: <i>Workshop on AI and its Applications</i>. Bielefeld : Institute for Data Science Solutions, 2025","apa":"Jalil, F., Leuering, J., Ahmed, Q. A., Schenck, W., &#38; Jungeblut, T. (2025). AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In <i>Workshop on AI and its Applications</i>. Bielefeld: Institute for Data Science Solutions. <a href=\"https://doi.org/10.60802/sidas.2025.2\">https://doi.org/10.60802/sidas.2025.2</a>","bibtex":"@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}, DOI={<a href=\"https://doi.org/10.60802/sidas.2025.2\">10.60802/sidas.2025.2</a>}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }","short":"F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.","chicago":"Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “AutoDSE: Towards HW/AI Co-Design of Ultra-Low Latency Hardware Accelerators for Industrial Applications.” In <i>Workshop on AI and Its Applications</i>. Bielefeld: Institute for Data Science Solutions, 2025. <a href=\"https://doi.org/10.60802/sidas.2025.2\">https://doi.org/10.60802/sidas.2025.2</a>.","mla":"Jalil, Farjana, et al. “AutoDSE: Towards HW/AI Co-Design of Ultra-Low Latency Hardware Accelerators for Industrial Applications.” <i>Workshop on AI and Its Applications</i>, Institute for Data Science Solutions, 2025, doi:<a href=\"https://doi.org/10.60802/sidas.2025.2\">10.60802/sidas.2025.2</a>.","ama":"Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: <i>Workshop on AI and Its Applications</i>. Bielefeld: Institute for Data Science Solutions; 2025. doi:<a href=\"https://doi.org/10.60802/sidas.2025.2\">10.60802/sidas.2025.2</a>"},"author":[{"last_name":"Jalil","full_name":"Jalil, Farjana","id":"260919","first_name":"Farjana"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7101-378X/work/196708129","id":"260749","first_name":"Julien","full_name":"Leuering, Julien","orcid":"0000-0001-7101-378X","last_name":"Leuering"},{"last_name":"Ahmed","full_name":"Ahmed, Qazi Arbab","orcid":"0000-0002-1837-2254","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/188693899","id":"257333","first_name":"Qazi Arbab"},{"last_name":"Schenck","full_name":"Schenck, Wolfram","orcid":"0000-0003-3300-2048","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-3300-2048/work/188693900","id":"224375","first_name":"Wolfram"},{"first_name":"Thorsten","id":"242294","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/188693901","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten"}],"place":"Bielefeld","status":"public","conference":{"end_date":"2025-06-03","start_date":"2025-06-03","name":"KI und ihre Anwendungen – Aktuelle Forschungsarbeiten des wissenschaftlichen Nachwuchses","location":"Bielefeld"},"publication":"Workshop on AI and its Applications","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"type":"conference_abstract","user_id":"242294","date_created":"2025-07-27T12:47:20Z","title":"AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications","department":[{"_id":"103"}]}]