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IMAGINE: In-material sensing, learning and computing
FunderNetherlands Organisation for Scientific Research (NWO)
DurationFrom 24 Jun 2024
Funded underKIC - MISSIE Opkomende Sleuteltechnologieën 2022
Project codeKICH1.ST04.22.033
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Description
AI empowers many applications in virtually all aspects of life. The 4-year project IMAGINE (In-material sensing, learning and computing) focuses on developing energy-efficient hardware for AI. IMAGINE is a collaboration of UT, TU/e, Toyota and IMEC, leveraging emerging silicon-based nanodevices as compact nonlinear processors. By realizing these devices in mainstream semiconductor technology and combining them with analogue and digital electronics, we obtain a versatile, energy-efficient platform for localized information processing at the edge. This approach reduces the energy consumption associated with transferring data to the cloud and brings significant benefits to vision-based AI applications, e.g., in the automotive industry.
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AI empowers many applications in virtually all aspects of life. The 4-year project IMAGINE (In-material sensing, learning and computing) focuses on developing energy-efficient hardware for AI. IMAGINE is a collaboration of UT, TU/e, Toyota and IMEC, leveraging emerging silicon-based nanodevices as compact nonlinear processors. By realizing these devices in mainstream semiconductor technology and combining them with analogue and digital electronics, we obtain a versatile, energy-efficient platform for localized information processing at the edge. This approach reduces the energy consumption associated with transferring data to the cloud and brings significant benefits to vision-based AI applications, e.g., in the automotive industry.
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