Politecnico di Torino | Servizi per la didattica

KEYWORD

Keyword: DEEP NEURAL NETWORKS

TESI 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

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

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

Automatic classification of healthy / diseased plants using multispectral images ARDITO LUCA MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Automatic classification of images of food BOTTINO ANDREA MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

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 Vehicle Identification on Viaducts JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI 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

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 network for brain tumor segmentation in magnetic resonance imaging MORRA LIA DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

Deep similarity metric learning for biometric authentication MAGLI ENRICO CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING ICT4SS - ICT FOR SMART SOCIETIES Image Processing Lab (IPL)

Deep-learning for the analysis of proprioceptive and postural rehabilitation data BENSO ALFREDO GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

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

TESI AZIENDA Development of a machine learning-based system for image segmentation applied to automatic damage detection on bodywork RANDAZZO VINCENZO Neuronics (Artificial Neural Networks)

Development of an App for proprioceptive evaluation BENSO ALFREDO GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

Domain expert-inspired segmentation deep learning algorithms on medical images APILETTI DANIELE DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

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

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)

TESI 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)

TESI 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

Innovative Neural Architecture Search for Reliable Neural Networks on MCUs JAHIER PAGLIARI DANIELE RUOSPO ANNACHIARA SANCHEZ SANCHEZ EDGAR ERNESTO DAUIN - GR-05 - ELECTRONIC CAD & 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

TESI 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

TESI 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

Machine Learning Techniques for Process Control in Mechanical Manufacturing JAHIER PAGLIARI DANIELE GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

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

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

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

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

Neural networks resilient to memory faults MAGLI ENRICO CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING ICT4SS - ICT FOR SMART SOCIETIES Image Processing Lab (IPL)

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

Reliability evaluation of memory transfers in RISC-V microcontrollers JAHIER PAGLIARI DANIELE RUOSPO ANNACHIARA SANCHEZ SANCHEZ EDGAR ERNESTO DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Resilient FPGA implementations of Deep Neural Networks CASU MARIO ROBERTO LAVAGNO LUCIANO LAZARESCU MIHAI TEODOR VLSILAB (VLSI theory, design and applications)

Riconoscimento delle attività di vita quotidiana tramite tecniche di deep learning BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

TESI AZIENDA estero

TESI 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

TESI AZIENDA Thesis in Leonardo Labs MAGLI ENRICO CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING ICT4SS - ICT FOR SMART SOCIETIES Image Processing Lab (IPL)