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MALEFICENT aims to develop a framework for sustainable artificial intelligence at the edge by utilizing energy-efficient neuromorphic systems with emerging memory technologies. The project focuses on overcoming challenges related to device variability and precision, applying advanced learning techniques to enable effec…
The continued growth of artificial intelligence (AI) in the cloud is driving up global energy costs.
As a result, a paradigm shift is taking place where new intelligent devices are placed right at the edge. MALEFICENT will create a new framework for implementing sustainable AI at the edge using standard and novel technologies.
Neuromorphic systems using emerging memory devices such as resistive switching devices (ReRAM) or ferroelectric capacitors (FeCap), are a promising alternative for AI syst…
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