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Keyword: NEURAL NETWORKS

Scientific Machine Learning method for building energy conspumtion  BOTTACCIOLI LORENZO  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
CAN vehicle Network IDS using Neural Network  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
azienda TESI AZIENDA Design and development of algorithms for noise reductions and automatic segmentation of tissues in ultrasound images  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
azienda TESI AZIENDA Design and development of machine learning models to analyze clinical images for early diagnosis diseases  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
Design of a hardware module for online learning on Spiking Neural Networks, with partial reconfiguration on FPGA.  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Development of a tool for Design Space Exploration (DSE) for spiking neural networks.  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Development of a tool for the optimization of Spiking Neural Networks (SNN) for the development of dedicated hardware accelerators on FPGA platform to apply in IoT and edge-computing environments.  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Effective reliability evaluation of Neural Networks  SONZA REORDA MATTEO  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Implementation of a User Attention Detection System Based on Convolutional Neural Networks in Android  JAHIER PAGLIARI DANIELE  PONCINO MASSIMO
Machine Learning Techniques for Process Control in Mechanical Manufacturing  JAHIER PAGLIARI DANIELE  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Machine and Deep Learning for Disease Mapping  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Machine learning techniques for optimizing energy consumption in buildings.  BOTTACCIOLI LORENZO  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
Neural networks for hand micro gesture recognition  MARCOLIN FEDERICA  SALASSA FABIO GUIDO MARIO  3d Lab
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 a hardware accelerator for Spiking Neural Networks for low power applications at the edge.  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Physically-Informed Neural Networks for digital twins of Flight Control Actuators  BERTOLINO ANTONIO CARLO  DE MARTIN ANDREA  SORLI MASSIMO  14-Meccatronica e servosistemi
Porting of a hardware accelerator for Spiking Neural Networks and its software driver on a Xilinx PynQ board for edge applications.  DI CARLO STEFANO  SAVINO ALESSANDRO  DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Reliability evaluation of AI accelerators  SONZA REORDA MATTEO  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
azienda TESI AZIENDA SINTETIC SEISMIC signals by GNENERATIVE ADVERSARIAL NETWORK WITH GATED CONVOLUTIONAL NEURAL NETWORK STRUCTURE  MARANO GIUSEPPE CARLO
Self-optimizing neural networks for efficient person localization and tracking  LAVAGNO LUCIANO  LAZARESCU MIHAI TEODOR  Sensing and processing  microelettronica
Sensor simulation environments for CubeSat proximity operations  STESINA FABRIZIO  22-Progetto e sviluppo di sistemi e tecnologie aerospaziali
Study and development of fault tolerance mitigation methods for TPU architectures  STERPONE LUCA  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Study and development of new TPU architectures for High Performance Computing applications  STERPONE LUCA  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Study and development of new computer architecture for space applications based on RISC-V processor  STERPONE LUCA  DAUIN - AEROSPACE AND SAFETY COMPUTING LAB
azienda TESI AZIENDA Trusted data collecting ecosystem for Machine Learning scenarios  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Use of a priori information for anatomical segmentation of medical images  DI CATALDO SANTA  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA


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