Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing.
This article details a neuromorphic computing projects program in Singapore, a collaboration between the Agency for Science, Technology and Research, A*STAR, and the National University of Singapore (NUS). The ultimate goal of the program is attainment of energy-efficient deep learning practices. To...
| Publicado en: | Communications of the ACM Vol. 66; no. 7; pp. 52 - 58 |
|---|---|
| Autores principales: | , , , , , , , |
| Formato: | Artículo |
| Publicado: |
Association for Computing Machinery
Jul2023
|
| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=164454619&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 164454619 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00010782 ACM jtl: Communications of the ACM issn: 00010782 maglogo: N pubinfo: dt: Jul2023 vid: 66 iid: 7 pid: 68 pub: Association for Computing Machinery artinfo: ui: 164454619 10.1145/3588591 ppf: 52 ppct: 6 formats: tig: atl: Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing. aug: au: TAO LUO WENG-FAI WONG SIOW MONG GOH, RICK ANH TUAN DO ZHIXIAN CHEN HAIZHOU LI WENYU JIANG WEIYUN YAU affil: Research scientist at the Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), in Singapore Associate professor in the School of Computing (SoC), at National University of Singapore (NUS), Singapore Research scientist at the Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), in Singapore Professor in the School of Computing (SoC), at National University of Singapore (NUS), Singapore Research scientist at the Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), in Singapore su: Neuromorphics Deep learning Middleware Computer software Computer input-output equipment Computers National University of Singapore Singapore. Agency for Science, Technology & Research sug: subj: Neuromorphics Deep learning Middleware Computer software Computer input-output equipment Computers National University of Singapore Singapore. Agency for Science, Technology & Research ab: This article details a neuromorphic computing projects program in Singapore, a collaboration between the Agency for Science, Technology and Research, A*STAR, and the National University of Singapore (NUS). The ultimate goal of the program is attainment of energy-efficient deep learning practices. Topics include a description of all areas of the neuromorphic computing program with a look at the hardware, middleware, software and system integration implementation. pubtype: Periodical doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2023 holdings: @attributes: islocal: N |
|---|