ERC Starting Grant · 2025
Magneto-Optically Reconfigurable Photonic Neuromorphic Networks
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 global AI energy consumption, there is urgent need for innovative solutions capable of high efficiency and versatility across diverse tasks. In MORPHON, I propose a new paradigm: a ‘hybrid' neuromorphic…
From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.