17 December 2021

• Pasquale Santoro. Implementation of a CNN hardware accelerator based on a reconfigurable spatial array. Rel. Maurizio Martina, Guido Masera, Emanuele Valpreda. Politecnico di Torino, Master of science program in Electronic Engineering, 2021

13 April 2022

• Jurgen Dalipaj. Automated Inter-Layer scheduling of Convolutional Neural Networks on a reconfigurable accelerator. Rel. Maurizio Martina, Guido Masera, Emanuele Valpreda. Politecnico di Torino, Master of science program in Electronic Engineering, 2022

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

• Flavia Guella. HERMIONE: a Co-design Methodology for Layer-wise Approximation of Neural Networks on RISC-V. Rel. Maurizio Martina, Guido Masera, Emanuele Valpreda, Michele Caon. Politecnico di Torino, Master of science program in Electronic Engineering, 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
  

  

  Preview

15 December 2023

• Massimo Emiliano. Design of a Spatial Array with Run-Time Reconfigurable Approximate Processing Engines. Rel. Guido Masera, Emanuele Valpreda, Maurizio Martina, Flavia Guella. Politecnico di Torino, Master of science program in Electronic Engineering, 2023

31 October 2024

• Alessio Caviglia. Lightweight Vector Extension for Efficient Neural Network Inference on RISC-V. Rel. Maurizio Martina, Guido Masera, Michele Caon, Emanuele Valpreda, Flavia Guella. Politecnico di Torino, Master of science program in Computer Engineering, 2024

13 December 2024

• Simone Romeo. ARISE: Integration of an Approximate and Reconfigurable Spatial Array on a RISC-V-Based Platform. Rel. Maurizio Martina, Guido Masera, Michele Caon, Emanuele Valpreda, Flavia Guella. Politecnico di Torino, Master of science program in Electronic Engineering, 2024