A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation

conference paper A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation published Amir Hossein Hadipour author Atousa Jafari author Muhammad Awais author Marco Platzner author 78 department IEEE2025 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)10.1109/ddecs63720.2025.11006769 A. H. Hadipour, A. Jafari, M. Awais, and M. Platzner, “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation,” 2025, doi: <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>. Hadipour, A. H., Jafari, A., Awais, M., & Platzner, M. (2025). A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation. 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS). <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">https://doi.org/10.1109/ddecs63720.2025.11006769</a> A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025. Hadipour, Amir Hossein, Atousa Jafari, Muhammad Awais, and Marco Platzner. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” In 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS). IEEE, 2025. <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">https://doi.org/10.1109/ddecs63720.2025.11006769</a>. Hadipour, Amir Hossein, et al. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025, doi:<a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>. @inproceedings{Hadipour_Jafari_Awais_Platzner_2025, title={A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation}, DOI={<a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>}, booktitle={2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Hadipour, Amir Hossein and Jafari, Atousa and Awais, Muhammad and Platzner, Marco}, year={2025} } Hadipour AH, Jafari A, Awais M, Platzner M. A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation. In: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS). IEEE; 2025. doi:<a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a> 620192025-10-30T10:07:11Z2025-10-30T10:08:50Z