Roadmap to Neuromorphic Computing with Emerging Technologies

Adnan Mehonic,Daniele Ielmini大牛学者,Kaushik Roy大牛学者,Onur Mutlu大牛学者,Shahar Kvatinsky,Teresa Serrano-Gotarredona,Bernabe Linares-Barranco大牛学者,Sabina Spiga,Sergey Savel'ev,Alexander G. Balanov,Nitin Chawla,Giuseppe Desoli,Gerardo Malavena,Christian Monzio Compagnoni,Zhongrui Wang,J. Joshua Yang大牛学者,Syed Ghazi Sarwat,Abu Sebastian大牛学者,Thomas Mikolajick大牛学者,Stefan Slesazeck,Beatriz Noheda,Bernard Dieny大牛学者, Tuo-Hung (Alex) Hou,Akhil Varri,Frank Brueckerhoff-Plueckelmann,Wolfram Pernice大牛学者,Xixiang Zhang大牛学者,Sebastian Pazos,Mario Lanza,Stefan Wiefels,Regina Dittmann,Wing H. Ng,Mark Buckwell,Horatio R. J. 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大牛学者,Dmitri Strukov大牛学者,Manuel Le Gallo,Stefano Ambrogio,Ilia Valov大牛学者,Rainer Waser大牛学者

APL MATERIALS（2024）

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摘要

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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