Roadmap to Neuromorphic Computing with Emerging Technologies
Signal Processing
2024-07-08 v2 Hardware Architecture
Systems and Control
Systems and Control
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.
Cite
@article{arxiv.2407.02353,
title = {Roadmap to Neuromorphic Computing with Emerging Technologies},
author = {Adnan Mehonic and Daniele Ielmini and Kaushik Roy and Onur Mutlu and Shahar Kvatinsky and Teresa Serrano-Gotarredona and Bernabe Linares-Barranco and Sabina Spiga and Sergey Savelev and Alexander G Balanov and Nitin Chawla and Giuseppe Desoli and Gerardo Malavena and Christian Monzio Compagnoni and Zhongrui Wang and J Joshua Yang and Ghazi Sarwat Syed and Abu Sebastian and Thomas Mikolajick and Beatriz Noheda and Stefan Slesazeck and Bernard Dieny and Tuo-Hung and Hou and Akhil Varri and Frank Bruckerhoff-Pluckelmann and Wolfram Pernice and Xixiang Zhang and Sebastian Pazos and Mario Lanza and Stefan Wiefels and Regina Dittmann and Wing H Ng and Mark Buckwell and Horatio RJ Cox and Daniel J Mannion and Anthony J Kenyon and Yingming Lu and Yuchao Yang and Damien Querlioz and Louis Hutin and Elisa Vianello and Sayeed Shafayet Chowdhury and Piergiulio Mannocci and Yimao Cai and Zhong Sun and Giacomo Pedretti and John Paul Strachan and Dmitri Strukov and Manuel Le Gallo and Stefano Ambrogio and Ilia Valov and Rainer Waser},
journal= {arXiv preprint arXiv:2407.02353},
year = {2024}
}
Comments
90 pages, 22 figures, roadmap, neuromorphic