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Ultra-low power HW accelerator for the integration of Binary Neural Networks
(Universita degli studi di Salerno, 2021-06-14)
The research activity described in this thesis aims to demonstrate the possibility to embed Artificial
Intelligence (AI) capabilities in wearable and portable devices by deploying and executing Neural Network
(NN) models ...
Wind energy prediction: a forecasting model based on ANNs and meteorological data on mesoscale
(Universita degli studi di Salerno, 2021-04-14)
Energy is essential to society for ensuring good quality of life by modern standards. Nowadays, fossil
fuels are still the most used energy source, but, due to their depletion and contribution to climate
change, the ...
New green nano-materials for the reduction of friction and wear in lubricants for power transmissions
(Universita degli studi di Salerno, 2021-10-25)
Nanomaterials have emerged as future environmentally sustainable lubricant additives to improve conventional lubricants such as car oils, industrial oils, grease and metalworking fluids. In particular, as far as this thesis ...
Methods and systems for context awareness in complex scenarios: the case of cultural heritage sites
(Universita degli studi di Salerno, 2021-06-30)
Context-Aware Computing describes the development of technologies and applications that can detect data from the surrounding environment and react accordingly with specific actions, reducing and simplifying the human-machine ...
Design of a non-invasive system for a real-time monitoring of driver's drowsiness and fatigue through the analysis of cardiac signals
(Universita degli studi di Salerno, 2021-11-02)
The development and spread of human-centered products that are increasingly simple and affordable has seen their application areas increase over the years, as well as their effectiveness and reliability. Real-time monitoring ...