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Keyword: DEEP 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 AI, Action Insight: The Art of Sports Video Data Science  DELLA SANTA FRANCESCO  Analisi numerica e calcolo scientifico
Adversarial learning for robust multiclass classification by learning mappings onto target Gaussian distributions  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Algoritmi per l'addestramento di reti neurali di tipo Deep Belief Network per il riconoscimento del parlatore  LAFACE PIETRO  SPEECH RECOGNITION GROUP - SRG
azienda TESI AZIENDA Analysis of 15 minutes energy data from Second Generation Electrical Meters  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Anomaly Detection on Italian Viaducts using Structural Health Monitoring Data  BURRELLO ALESSIO  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Apprendimento Profondo per l’Identificazione di Veicoli su Viadotti.  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Automatic classification of healthy / diseased plants using multispectral images  ARDITO LUCA  MORISIO MAURIZIO  GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
Automatic classification of healthy / diseased plants using multispectral images  MORISIO MAURIZIO  GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
Automatic classification of images of food  BOTTINO ANDREA  MORISIO MAURIZIO  GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
esteroTESI ALL'ESTERO Blood Pressure Estimation using PPG-Signal on Edge Ultra-Low Power Devices  BURRELLO ALESSIO  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
esteroTESI ALL'ESTERO Cycle-estimation through Just-in-time-compilation in MLIR  BURRELLO ALESSIO  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 DNA Analysis  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Deep Learning for DNA Analysis  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
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
azienda TESI AZIENDA Deep Learning techniques for Non-Intrusive Load Monitoring  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Deep Neural Networks for face recognition  MARTINA MAURIZIO  MASERA GUIDO  VLSILAB (VLSI theory, design and applications)
Deep learning based biometric authentication  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
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
Deep learning in face recognition and image processing  MARTINA MAURIZIO  MASERA GUIDO  VLSILAB (VLSI theory, design and applications)
Deep learning techniques to forecast solar radiation  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Deep neural networks resilient to memory faults  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Deep similarity metric learning for biometric authentication  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Dental Age Estimation by means of Artificial Intelligence  DI CATALDO SANTA  DAUIN - 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
Domain expert-inspired segmentation deep learning algorithms on medical images  APILETTI DANIELE  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Esplorazione e mapping su architetture eterogenee ultra-parallele: Un'analisi delle prestazioni e l'esplorazione di un algoritmo di NAS per reti neurali profonde  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
Federated learning in Tiny Machine-Learning  PARESCHI FABIO  SETTI GIANLUCA  VLSI THEORY, DESIGN AND APPLICATIONS (VLSILAB)
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
Image denoising using deep neural networks  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Image generation using deep adversarial generative models on graphs  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Implicit Neural Representations for Video Compression  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
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
Individuazione del midollo attivo da immagini TC tramite tecniche di Deep Learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica
Individuazione del midollo attivo da immagini TC tramite tecniche di Machine Learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica
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
Kriging neural network for spatial-temporal energy modelling of smart buildings  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Machine Learning techniques for text synthesis from newspapers  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Machine Learning techniques to forecast energy produced by Wave Energy Converters  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Machine learning for anomalous detection of household appliances  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Machine learning for factory optimization  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
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
Metodi innovativi di ricerca architetturale di reti neurali per il miglioramento dell'accuratezza e l'affidabilità su microcontrollori  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
Multi-DNN Neural Architecture Search for Efficient Co-Optimization on Resource-Constrained Platforms  BURRELLO ALESSIO  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Neural Network for lossless complex signal compression.  DI CATALDO SANTA  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Neural Networks and Transfer Learning techniques to forecast blood glucose prediction.  DI CATALDO SANTA  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Optimization of Deep Neural Networks through Innovative Neural Architecture Search Algorithms  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Optimization of Transformer Deep Neural Networks on Multi-Core MCUs  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Optimizing batch normalization for small to medium batch sizes  LAMBERTI FABRIZIO  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
azienda TESI AZIENDA Parameters Optimization of a Feeding Robot Using Machine Learning  CALIMERA ANDREA  MACII ENRICO  PELUSO VALENTINO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Previsione del rischio di morte in pazienzi affetti dalla sindrome di Brugada con Machine learning  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
azienda TESI AZIENDA Progettazione di algoritmi di Natural Language Processing per Speech-to-Code Generation in Robotics  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Realizzazione di una App per la valutazione della propriocezione  BENSO ALFREDO  GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO
Resilient FPGA implementations of Deep Neural Networks  CASU MARIO ROBERTO  LAVAGNO LUCIANO  LAZARESCU MIHAI TEODOR  VLSILAB (VLSI theory, design and applications)
Reti neurali profonde per la segmentazione automatica di tumori cerebrali in risonanza magnetica  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Riconoscimento delle attività di vita quotidiana tramite tecniche di deep learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica
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
azienda TESI AZIENDA Sviluppo di un sistema basato sul machine learning per la segmentazione di immagini applicato al rilevamento automatico di danni su carrozzeria  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
Tecniche di Machine Learning per il Controllo di Processo nella Lavorazione Meccanica  JAHIER PAGLIARI DANIELE  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Valutazione dell'affidabilita dei trasferimenti di memoria nei microcontrollori RISC-V  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