CORDIS Project
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This project explores the application of quantum effects to enhance neural networks, aiming to develop a theoretical framework for quantum neural networks. By combining techniques from disordered spin-systems and open quantum systems, it seeks to pave the way for future quantum computing architectures.
Understanding how quantum effects can improve the performance of actual computing devices is an exciting and growing research area.
However their role in neural networks (NNs), the complementary information process paradigm of classical computation is largely unexplored.
The full translation of this paradigm at the quantum level ultimately requires to combine disordered spin-systems techniques, widely used in the study of classical NNs, together with the open quantum systems (OQSs) framework, in…
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