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Roadmap to Neuromorphic Computing with Emerging Technologies

Authors :
Mehonic, Adnan
Ielmini, Daniele
Roy, Kaushik
Mutlu, Onur
Kvatinsky, Shahar
Serrano-Gotarredona, Teresa
Linares-Barranco, Bernabe
Spiga, Sabina
Savelev, Sergey
Balanov, Alexander G
Chawla, Nitin
Desoli, Giuseppe
Malavena, Gerardo
Compagnoni, Christian Monzio
Wang, Zhongrui
Yang, J Joshua
Syed, Ghazi Sarwat
Sebastian, Abu
Mikolajick, Thomas
Noheda, Beatriz
Slesazeck, Stefan
Dieny, Bernard
Tuo-Hung
Hou
Varri, Akhil
Bruckerhoff-Pluckelmann, Frank
Pernice, Wolfram
Zhang, Xixiang
Pazos, Sebastian
Lanza, Mario
Wiefels, Stefan
Dittmann, Regina
Ng, Wing H
Buckwell, Mark
Cox, Horatio RJ
Mannion, Daniel J
Kenyon, Anthony J
Lu, Yingming
Yang, Yuchao
Querlioz, Damien
Hutin, Louis
Vianello, Elisa
Chowdhury, Sayeed Shafayet
Mannocci, Piergiulio
Cai, Yimao
Sun, Zhong
Pedretti, Giacomo
Strachan, John Paul
Strukov, Dmitri
Gallo, Manuel Le
Ambrogio, Stefano
Valov, Ilia
Waser, Rainer
Publication Year :
2024

Abstract

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.<br />Comment: 90 pages, 22 figures, roadmap, neuromorphic

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2407.02353
Document Type :
Working Paper