Description
The aim of the research activity is to develop platforms capable to exploit adaptive intelligence technologies for IoT and Big Data applications. The unique use of memristor-based architectures to implement machine learning algorithms for data processing may yield novel insights for the development of an efficient brain-inspired machine. Moreover, memristors and memristive systems are high dimensional systems with a rich dynamic behavior, that could be exploited to implement reservoir computing. Memristor-based chaotic circuits are also exploited in cryptographic secure communications.
ERC sectors
- PE7_3 Simulation engineering and modelling
- PE7_4 (Micro-and nano-) systems engineering
Keywords
- Memristor technology
- Deep Neural Networks
- Machine learning
- Reservoir Computing