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MORPHON aims to develop a hybrid neuromorphic computing system that combines multiple physical technologies to create energy-efficient and adaptable artificial intelligence hardware. By integrating photonic and magnetic systems, it seeks to enhance performance in tasks like image classification and medical diagnosis.
The growing demand for AI computing power is critically unsustainable with current energy-hungry computational hardware.
Neuromorphic computing, leveraging complex dynamics of physical systems to perform AI, has emerged as a hugely promising approach to tackling this issue.
However, existing neuromorphic schemes employ a single physical system, and fall short when computational tasks are not well-matched to the specific system dynamics.
For the field to progress and provide real answers to globa…
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