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<h2 style="font-family:'Arial';font-weight:bolder">Luca Urbinati's Publications</h2>
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<ul class="publications">
<li class="publication-item">
<p class="publication-text">Manca, E., Urbinati, L., Casu, M.R., "An End-to-End Flow to Deploy and Accelerate TinyML Mixed-Precision Models on RISC-V MCUs," in review process, doi: 10.36227/techrxiv.173161032.20267860/v1</p>
<a href="https://www.techrxiv.org/users/853662/articles/1239137-an-end-to-end-flow-to-deploy-and-accelerate-tinyml-mixed-precision-models-on-risc-v-mcus" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., "Accelerating Quantized DNNs with Dedicated Hardware Accelerators and RISC-V Processors Using Precision-Scalable Multipliers," Doctoral Thesis, Politecnico di Torino, 2024.</p>
<a href="https://iris.polito.it/retrieve/9f61ab6b-dfb4-4f86-bf62-eaf96482cc7e/conv_phd_thesis_urbinati_firmata.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Manca, E., Urbinati, L., Casu, M.R., "STAR: Sum-Together/Apart Reconfigurable Multipliers for Precision-Scalable ML Workloads," 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), Valencia, Spain, 2024, pp. 1-6.</p>
<a href="https://iris.polito.it/retrieve/c82a9274-2872-4a72-bcbd-bb50234a6407/Manca%20Urbinati%20Casu%20-%20STAR%20-%20DATE2024%20-%20camera%20ready_post_print_accepted.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Casu, M.R., "High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers," in IEEE Access, vol. 12, pp. 44163-44189, 2024, doi: 10.1109/ACCESS.2024.3380472.</p>
<a href="https://ieeexplore.ieee.org/abstract/document/10477492/" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Štitić, B, Urbinati, L., Di Guglielmo, G., Carloni, L. and Casu, M.R., "Enhanced Machine-Learning Flow for Microwave-Sensing Systems for Contaminant Detection in Food," in IEEE Transactions on AgriFood Electronics, doi: 10.1109/TAFE.2024.3421238.</p>
<a href="https://iris.polito.it/retrieve/98aebb2e-ad04-4b04-8513-c0c814c1e386/post-print%20accepted%202%20TAFE3421238.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Štitić, B, Urbinati, L., Di Guglielmo, G., Carloni, L. and Casu, M.R., "Enhanced Machine-Learning Flow for Microwave-Sensing Systems to Detect Contaminants in Food," 2023 IEEE Conference on AgriFood Electronics (CAFE), Torino, Italy, 2023, pp. 40-44, doi: 10.1109/CAFE58535.2023.10291198.</p>
<a href="https://iris.polito.it/retrieve/0e9aac9d-f19a-4ee7-9887-01814830d878/post-print%20accepted%202%20cafe.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Manca, E., Urbinati, L., Casu, M.R., "Accelerating Quantized DNN Layers on RISC-V with a STAR MAC Unit," Proceedings of SIE 2023. SIE 2023. Lecture Notes in Electrical Engineering, vol 1113. Springer, Cham. https://doi.org/10.1007/978-3-031-48711-8_6.</p>
<a href="https://iris.polito.it/retrieve/191ef350-f5b9-4d77-a869-8c7c99e1d61e/SIE2023_proc_099_post_print_accepted.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Casu, M.R., "Design-Space Exploration of Mixed-precision DNN Accelerators based on Sum-Together Multipliers," 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Valencia, Spain, 2023, pp. 377-380, doi: 10.1109/PRIME58259.2023.10161835.</p>
<a href="https://iris.polito.it/retrieve/1f8f0f5e-c228-47ed-802e-63a82e225a59/post%20print%20autore.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Casu, M.R., "A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs," 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 2022, pp. 128-132, doi: 10.1109/ISCAS48785.2022.9937753.</p>
<a href="https://iris.polito.it/retrieve/4add3bf4-f65f-4e66-a066-4b4bc0f9a502/ISCAS_2022_Luca.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Casu, M.R., "A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision," Applications in Electronics Pervading Industry, Environment and Society. ApplePies 2022. Lecture Notes in Electrical Engineering, vol 1036. Springer, Cham. https://doi.org/10.1007/978-3-031-30333-3_27.</p>
<a href="https://iris.polito.it/retrieve/2c45096d-c03c-4b02-8945-848bf0de5d37/accepted_version.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Casu, M.R., "A Reconfigurable Multiplier/Dot-Product Unit for Precision-Scalable Deep Learning Applications," Proceedings of SIE 2022. SIE 2022. Lecture Notes in Electrical Engineering, vol 1005. Springer, Cham. https://doi.org/10.1007/978-3-031-26066-7_2.</p>
<a href="https://iris.polito.it/retrieve/653dce4d-9b1c-4baf-9f7f-e12e8f8359bc/sie22_urbinati_7699_preprint.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Ricci, M. et al., "Machine-Learning-Based Microwave Sensing: A Case Study for the Food Industry," in IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 11, no. 3, pp. 503-514, Sept. 2021, doi: 10.1109/JETCAS.2021.3097699.</p>
<a href=uploads/Ricci_A_Case_Study_post_acceptance.pdf class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., Ricci, M., Turvani, G., Vasquez, J.T., Vipiana, F. and Casu, M.R., "A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection," 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 2020, pp. 1-5, doi: 10.1109/ISCAS45731.2020.9181293.</p>
<a href="https://iris.polito.it/retrieve/e384c433-3eaf-d4b2-e053-9f05fe0a1d67/FoodCas2020.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Gnoli, L. et al., "Fault Tolerant Photovoltaic Array: A Repair Circuit Based on Memristor Sensing," 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Noordwijk, Netherlands, 2019, pp. 1-4, doi: 10.1109/DFT.2019.8875467.</p>
<a href="https://iris.polito.it/retrieve/e384c432-ad4b-d4b2-e053-9f05fe0a1d67/A_Memristor_based_Sensing_and_Repair_System_for_Photovoltaic_Modules___Extension_DFTS2019-2.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., "Detection of food contaminants with Microwave Sensing and Machine Learning," Master's Thesis, Politecnico di Torino, 2019.</p>
<a href="https://webthesis.biblio.polito.it/secure/13241/1/tesi.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<li class="publication-item">
<p class="publication-text">Urbinati, L., "Progetto di un circuito di interfaccia basato su tecnologia NFC per nodi sensori a bassissimo consumo," Bachelor's Thesis, Università di Bologna, 2017.</p>
<a href="http://amslaurea.unibo.it/14242/1/urbinati_luca_tesi.pdf" class="btn btn-custom" target="_blank">PDF</a>
</li>
<!-- Aggiungi altri elementi <li> per altre pubblicazioni -->
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<p class="powered-by copyright-license-text">© 2024 Luca Urbinati</p>
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