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The ARIADNE project develops an innovative artificial intelligence system using a nonlinear integrated photonic neural network. This low-power technology aims to perform complex computational tasks rapidly, with applications in real-time control, cybersecurity, robotics, and physiological signal analysis, such as predi…
In this project (ARIADNE) I will address several key challenges of today’s hardware-based neuromorphic computing by developing a novel AI system based on a highly complex, dynamical and nonlinear integrated photonic neural network that is easy to fabricate and consumes low power.
The proposed implementation is enabled by an original machine learning approach which allows to considerably relax the requirements on fabrication reproducibility and on observability and tunability of the network param…
UNIVERSITA DEGLI STUDI DI TRENTO
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