Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing

被引:6
|
作者
Luo, Tao [1 ]
Wong, Weng-Fai [2 ]
Goh, Rick Siow Mong [1 ]
Do, Anh Tuan [3 ]
Chen, Zhixian [3 ]
Li, Haizhou [2 ]
Jiang, Wenyu [4 ]
Yau, Weiyun [4 ]
机构
[1] ASTAR, Inst High Performance Comp IHPC, Singapore, Singapore
[2] Natl Univ Singapore NUS, Sch Comp SoC, Singapore, Singapore
[3] ASTAR, Inst Microelect IME, Singapore, Singapore
[4] ASTAR, Inst Infocomm Res I2R, Singapore, Singapore
关键词
D O I
10.1145/3588591
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
[No abstract available]
引用
收藏
页码:52 / 57
页数:6
相关论文
共 50 条
  • [41] Energy-efficient edge deployment of generative AI models using federated learning
    Shadi Alzu’bi
    Tarek Kanan
    Mohammed Elbes
    Ghassan Kanaan
    Issam Trrad
    Cluster Computing, 2025, 28 (5)
  • [42] Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators
    Schaefer, Clemens J. S.
    Faley, Patrick
    Neftci, Emre O.
    Joshi, Siddharth
    2020 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2020,
  • [43] SENIN: An Energy-Efficient Sparse Neuromorphic System with On-Chip Learning
    Choi, Myung-Hoon
    Choi, Seungkyu
    Sim, Jaehyeong
    Kim, Lee-Sup
    2017 IEEE/ACM INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN (ISLPED), 2017,
  • [44] Green energy-efficient computing solutions in Internet of Things communications
    Souri, Alireza
    Piuri, Vincenzo
    Shojafar, Mohammad
    Al-Masri, Eyhab
    Kumari, Saru
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2022, 35 (01)
  • [45] Energy-Efficient Parking Analytics System using Deep Reinforcement Learning
    Rezaei, Yoones
    Lee, Stephen
    Mosse, Daniel
    BUILDSYS'21: PROCEEDINGS OF THE 2021 ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILT ENVIRONMENTS, 2021, : 81 - 90
  • [46] AI-Enabled Energy-Efficient Fog Computing for Internet of Vehicles
    Tariq, Hira
    Javed, Muhammad Awais
    Alvi, Ahmad Naseem
    Hasanat, Mozaherul Hoque Abul
    Khan, Muhammad Badruddin
    Saudagar, Abdul Khader Jilani
    Alkhathami, Mohammed
    Journal of Sensors, 2022, 2022
  • [47] AI-Enabled Energy-Efficient Fog Computing for Internet of Vehicles
    Tariq, Hira
    Javed, Muhammad Awais
    Alvi, Ahmad Naseem
    Hasanat, Mozaherul Hoque Abul
    Khan, Muhammad Badruddin
    Saudagar, Abdul Khader Jilani
    Alkhathami, Mohammed
    JOURNAL OF SENSORS, 2022, 2022
  • [48] Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI
    Souza, Renan
    Caino-Lores, Silvina
    Coletti, Mark
    Skluzacek, Tyler J.
    Costan, Alexandru
    Suter, Frederic
    Mattoso, Marta
    da Silva, Rafael Ferreira
    2024 IEEE 20TH INTERNATIONAL CONFERENCE ON E-SCIENCE, E-SCIENCE 2024, 2024,
  • [49] Memory-Based Computing for Energy-Efficient AI: Grand Challenges
    Karimzadeh, Foroozan
    Imani, Mohsen
    Asgari, Bahar
    Cao, Ningyuan
    Lin, Yingyan
    Fang, Yan
    2023 IFIP/IEEE 31ST INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION, VLSI-SOC, 2023, : 110 - 117
  • [50] Energy-efficient and noise-tolerant neuromorphic computing based on memristors and domino logic
    Hendy, Hagar
    Merkel, Cory
    FRONTIERS IN NANOTECHNOLOGY, 2023, 5