Magnetic Architectures for Reservoir Computing Hardware (MARCH)

油藏计算硬件的磁架构 (MARCH)

• 批准号: EP/V006339/1
• 负责人: Daniel Allwood
• 金额: $ 119.37万
• 依托单位: University of Sheffield
• 依托单位国家: 英国
• 项目类别: Research Grant
• 财政年份: 2021
• 资助国家: 英国
• 起止时间: 2021 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=EP%2FV006339%2F1
• 关键词: Magnetic; Architectures; Reservoir; Computing; Hardware

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

目前GtR中并没有所有资助研究的摘要。这通常是因为在提交提案时不需要摘要，但也可能是因为摘要中包含个人详细信息等敏感信息。

项目成果

Neuromorphic computation with a single magnetic domain wall.

• DOI: 10.1038/s41598-021-94975-y
• 发表时间: 2021-08-02
• 期刊: Scientific reports
• 影响因子: 4.6
• 作者: Ababei RV;Ellis MOA;Vidamour IT;Devadasan DS;Allwood DA;Vasilaki E;Hayward TJ
• 通讯作者: Hayward TJ

EchoVPR: Echo State Networks for Visual Place Recognition

• DOI: 10.1109/lra.2022.3150505
• 发表时间: 2021-10
• 期刊: IEEE Robotics and Automation Letters
• 影响因子: 5.2
• 作者: Anil Özdemir;A. Barron;Andrew O. Philippides;M. Mangan;E. Vasilaki;Luca Manneschi

Machine learning using magnetic stochastic synapses

• DOI: 10.1088/2634-4386/acdb96
• 发表时间: 2023-03
• 期刊: Neuromorphic Computing and Engineering
• 作者: Matthew O. A. Ellis;A. Welbourne;Stephan J. Kyle;P. Fry;D. Allwood;T. Hayward;E. Vasilaki

Unconventional Computation and Natural Computation - 19th International Conference, UCNC 2021, Espoo, Finland, October 18-22, 2021, Proceedings

非常规计算和自然计算 - 第 19 届国际会议，UCNC 2021，芬兰埃斯波，2021 年 10 月 18-22 日，会议记录

• DOI: 10.1007/978-3-030-87993-8_11
• 发表时间: 2021
• 作者: Stepney S

SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations

• DOI: 10.1109/tnnls.2021.3102378
• 发表时间: 2021-08-13
• 期刊: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
• 影响因子: 10.4
• 作者: Manneschi, Luca;Lin, Andrew C.;Vasilaki, Eleni
• 通讯作者: Vasilaki, Eleni