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面向神经形态计算的智能芯片与器件技术
Alternative TitleIntelligent chip and device technology for neuromorphic computing
王宗巍1,2; 杨玉超1,2; 蔡一茂1,2; 朱涛3; 丛杨4; 王志衡5; 黄如1,2
Department机器人学研究室
Source Publication中国科学基金
ISSN1000-8217
2019
Volume33Issue:6Pages:656-662
Indexed ByCSCD
CSCD IDCSCD:6632434
Contribution Rank4
Keyword人工智能 类脑计算 神经形态芯片 神经形态器件
Abstract

基于第216期"双清论坛"关于人工智能芯片发展的主题报告和分组讨论,本文着重介绍了面向神经形态计算的智能芯片与器件技术的国内外主要研究进展及存在的挑战,包括人工神经网络加速器、基于传统CMOS的神经形态智能芯片、新型神经形态器件技术及基于新器件的神经形态芯片等内容,探讨了神经形态智能芯片面临的关键问题和未来发展趋势。

Other Abstract

Recapitulating from the discussion upon development of artificial intelligent chip in the 216th Shuangqing Forum, the recent advances and scientific challenges in intelligent chipand device technology for neuromorphic computing are analyzed in this paper, including artificial neural network accelerator, neuromorphic chip based on conventional CMOS technology, emerging neuromorphic devices and neuromorphic chips. The key challenges and future development trends for neuromorphic chip are outlined.

Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/26214
Collection机器人学研究室
Corresponding Author蔡一茂; 黄如
Affiliation1.北京大学微纳电子学系
2.北京大学人工智能研究院
3.重庆大学光电工程学院
4.中国科学院沈阳自动化研究所
5.国家自然科学基金委员会信息科学部
Recommended Citation
GB/T 7714
王宗巍,杨玉超,蔡一茂,等. 面向神经形态计算的智能芯片与器件技术[J]. 中国科学基金,2019,33(6):656-662.
APA 王宗巍.,杨玉超.,蔡一茂.,朱涛.,丛杨.,...&黄如.(2019).面向神经形态计算的智能芯片与器件技术.中国科学基金,33(6),656-662.
MLA 王宗巍,et al."面向神经形态计算的智能芯片与器件技术".中国科学基金 33.6(2019):656-662.
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