CORDIS Project
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Q-MIND is developing a novel technology to improve neuromorphic computing by integrating light and lattice vibrations in two-dimensional materials. This approach aims to overcome limitations in energy efficiency and speed for artificial intelligence applications.
In the last years, artificial intelligence (AI) has driven critical advancements in sectors like healthcare, autonomous vehicles, entertainment, and finance, transforming science, technology, and our daily lives.
Deep-learning neural networks (NNs) are central to many of these AI systems due to their ability to learn complex patterns, largely owing to their nonlinear activation function.
However, NNs are typically built on traditional von Neumann architectures, where separate memory and processi…
FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIA
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