13 April 2022

• Davide Lezzoche. Design and Optimization of a Winograd Aware IP for Quantized Neural Networks. Rel. Claudio Passerone, Pierpaolo Mori'. Politecnico di Torino, Master of science program in Electronic Engineering, 2022
  

  

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28 October 2022

• Giuseppe Palumbo. Detection and Recovery of Errors in Object Detection with Faulty Convolutional Neural Network. Rel. Maurizio Martina, Guido Masera, Emanuele Valpreda, Claudio Passerone, Pierpaolo Mori'. Politecnico di Torino, Master of science program in Electronic Engineering, 2022

21 April 2023

• Giovanni Pollo. Resilience analysis of FPGA-based Dataflow accelerators. Rel. Claudio Passerone, Maurizio Martina, Pierpaolo Mori', Emanuele Valpreda. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Alessandra Vignoli. WinoAdapt: End-to-End Winograd-based FPGA accelerator for Quantized Convolutional Neural Networks. Rel. Maurizio Martina, Claudio Passerone, Guido Masera, Pierpaolo Mori', Emanuele Valpreda. Politecnico di Torino, Master of science program in Electronic Engineering, 2023
  

  

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25 July 2025

• Gianpietro Noto. Improved robustness of FPGA dataflow accelerators for Convolutional Neural Networks. Rel. Claudio Passerone, Pierpaolo Mori', Giovanni Pollo. Politecnico di Torino, Master of science program in Electronic Engineering, 2025
  

24 July 2026

• Chiara Zavatta. Efficient and fast, low bitwidth post-training quantization. Rel. Claudio Passerone, Pierpaolo Mori'. Politecnico di Torino, Master of science program in Computer Engineering, 2026
  

  

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