Roadmap to Neuromorphic Computing with Emerging Technologies
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arXiv
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| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866913417337503744 |
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| author | 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 |
| author_facet | 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 |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_02353 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Roadmap to Neuromorphic Computing with Emerging Technologies 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 Signal Processing Hardware Architecture Systems and Control 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. |
| title | Roadmap to Neuromorphic Computing with Emerging Technologies |
| topic | Signal Processing Hardware Architecture Systems and Control |
| url | https://arxiv.org/abs/2407.02353 |