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arxiv 2407.02353 v2 pith:XBUE3G5A submitted 2024-07-02 eess.SP cs.ARcs.SYeess.SY

Roadmap to Neuromorphic Computing with Emerging Technologies

Adnan Mehonic , Daniele Ielmini , Kaushik Roy , Onur Mutlu , Shahar Kvatinsky , Teresa Serrano-Gotarredona , Bernabe Linares-Barranco , Sabina Spiga
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Sergey Savelev Alexander G Balanov Nitin Chawla Giuseppe Desoli Gerardo Malavena Christian Monzio Compagnoni Zhongrui Wang J Joshua Yang Ghazi Sarwat Syed Abu Sebastian Thomas Mikolajick Beatriz Noheda Stefan Slesazeck Bernard Dieny Tuo-Hung (Alex) Hou Akhil Varri Frank Bruckerhoff-Pluckelmann Wolfram Pernice Xixiang Zhang Sebastian Pazos Mario Lanza Stefan Wiefels Regina Dittmann Wing H Ng Mark Buckwell Horatio RJ Cox Daniel J Mannion Anthony J Kenyon Yingming Lu Yuchao Yang Damien Querlioz Louis Hutin Elisa Vianello Sayeed Shafayet Chowdhury Piergiulio Mannocci Yimao Cai Zhong Sun Giacomo Pedretti John Paul Strachan Dmitri Strukov Manuel Le Gallo Stefano Ambrogio Ilia Valov Rainer Waser
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classification eess.SP cs.ARcs.SYeess.SY
keywords computingtechnologiesemergingchallengesneuromorphicroadmapaddressingadvancement
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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.

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