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Keyword: CONVOLUTIONAL NEURAL NETWORKS

esteroTESI ALL'ESTERO Adaptive deep learning workload for nanorobotic System-on-Chip  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Deep Learning Compiler for Smart Sensors  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Deep Learning for Vehicle Identification on Viaducts  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Deep Learning on Ultra-low-power Autonomous Flying Nano-drones  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Deep learning for Biometric Identification using PPG signals  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Development and comparison of convolutional layers implementations for deep neural networks on microcontrollers.  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Exploration and mapping on ultra-parallel heterogeneous architectures: A performance analysis and exploration of a NAS algorithm for deep neural networks  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Exploration of uTVM and Extension to Ultra-low-power Multi-core Platforms Based on RISC-V  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Extending the Open-source TVM Compiler to Deploy Deep Neural Networks on the GreenWaves' GAP9 Platform  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Hardware-Software Co-design to Deploy Deep Neural Networks on Extreme-Edge Devices  JAHIER PAGLIARI DANIELE  MARTINA MAURIZIO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Improvement of on-board object identification performance of autonomous nano-drones through the use of deep learning techniques and neural architecture search.  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Innovative Neural Architecture Search for Reliable Neural Networks on MCUs  JAHIER PAGLIARI DANIELE  RUOSPO ANNACHIARA  SANCHEZ SANCHEZ EDGAR ERNESTO  DAUIN - GR-05 - ELECTRONIC CAD and RELIABILITY GROUP - CAD  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Integrating convolutional neural networks accelerators in commercial MCUs  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Integrating design space exploration in modern compilation toolchains  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Integration of Deep-learning-powered Drone-to-drone Pose Estimation on Ultra-low-power Autonomous Flying Nano-drones  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Memory access optimizations for executing deep neural networks on multi-core microcontrollers  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Reliability evaluation of memory transfers in RISC-V microcontrollers  JAHIER PAGLIARI DANIELE  RUOSPO ANNACHIARA  SANCHEZ SANCHEZ EDGAR ERNESTO  DAUIN - GR-05 - ELECTRONIC CAD and RELIABILITY GROUP - CAD  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA esteroTESI ALL'ESTERO Self-supervised Learning for Wearable-based Activity Recognition  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Slimmable Neural Networks for Perception aboard Nano-Drones  BURRELLO ALESSIO  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA