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A technical paper titled “Roadmap to Neuromorphic Computing with Emerging Technologies” was published by researchers at University College London, Politecnico di Milano, Purdue University, ETH Zurich and numerous other institutions.

Summary:

“The roadmap is organized into several thematic sections, outlining current computing challenges, discussing the neuromorphic computing approach, analyzing mature and currently utilized technologies, providing an overview of emerging technologies, addressing material challenges, exploring novel computing concepts, and finally examining the maturity level of emerging technologies while determining the next essential steps for their advancement.”

Find the technical paper here. Published July 2024.

Mehonic, Adnan, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabe Linares-Barranco et al. “Roadmap to Neuromorphic Computing with Emerging Technologies.” arXiv preprint arXiv:2407.02353 (2024).

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Limited power budgets, thermal issues, and increased demand to process more data faster are driving some novel solutions.

 

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