Article(id=1242137063970124620, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242137051269772083, articleNumber=null, orderNo=8, doi=10.3981/j.issn.1000-7857.2018.17.006, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1534435200000, receivedDateStr=2018-08-17, revisedDate=1535299200000, revisedDateStr=2018-08-27, acceptedDate=null, acceptedDateStr=null, onlineDate=1537233511637, onlineDateStr=2018-09-18, pubDate=1536768000000, pubDateStr=2018-09-13, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1537233511637, onlineIssueDateStr=2018-09-18, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078153836, creator=sys-migrate, updateTime=1774078153836, updator=sys-migrate, issue=Issue{id=1242137051269772083, tenantId=1146029695717560320, journalId=1146031591421210625, year='2018', volume='36', issue='17', pageStart='1', pageEnd='112', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078150809, creator=sys-migrate, updateTime=1774078150809, updator=sys-migrate, preIssue=null, nextIssue=null, ext=null, issueFiles=null}, startPage=45, endPage=51, ext={EN=ArticleExt(id=1242137066125996892, articleId=1242137063970124620, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Present situation and future trend of artificial intelligence chips, columnId=1242137061583561604, journalTitle=Science & Technology Review, columnName=Exclusive: Artificial Intelligence, runingTitle=null, highlight=null, articleAbstract=The artificial intelligence chips (AI) chip is an important part of artificial intelligence technology. It is the hardware foundation of AI algorithm and the essential of the AI era. This paper analyzes the state of the art, characteristics, potential technical trends and marketing of AI chips, and forecasts the opportunities, challenges and future trends faced by AI chips., correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=gK3PQJXcsA77fS+u/0okJw==, pdfFileSize=818742, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=Institute of Microelectronics, Tsinghua University, Beijing 100083, China, fund=null, authors=YIN Shouyi, GUO Heng, WEI Shaojun, authorsList=YIN Shouyi, GUO Heng, WEI Shaojun), CN=ArticleExt(id=1242137065282937746, articleId=1242137063970124620, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=人工智能芯片发展的现状及趋势, columnId=1242137060631454589, journalTitle=科技导报, columnName=专题:人工智能, runingTitle=null, highlight=null, articleAbstract=人工智能芯片是人工智能技术的重要组成部分,是实现人工智能算法的硬件基础,也是人工智能时代的战略制高点。分析了现有人工智能芯片的种类、特点、技术路线和市场情况,阐述了当前人工智能芯片面临的机遇与挑战,展望了其未来发展趋势。, correspAuthors=null, authorNote=尹首一,副教授,研究方向为可重构计算、神经网络计算芯片、高层次综合、SoC与嵌入式系统设计等,电子信箱:yinsy@tsinghua.edu.cn, correspAuthorsNote=魏少军(通信作者),教授,研究方向为超大规模集成电路设计方法学、数字系统高层次综合技术、嵌入式系统设计和可重构计算芯片技术,电子信箱:wsj@mail.tsinghua.edu.cn, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=ReaUcTbLFQRj8iKn2ufSHQ==, pdfFileSize=818742, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=清华大学微电子学研究所, 北京 100083, fund=null, authors=尹首一, 郭珩, 魏少军, authorsList=尹首一, 郭珩, 魏少军)}, authors=[Author(id=1276744739084959969, tenantId=1146029695717560320, journalId=null, articleId=1242137063970124620, orderNo=null, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=null, authorType=null, ext={EN=AuthorExt(id=null, tenantId=null, journalId=1146031591421210625, articleId=1242137063970124620, authorId=1276744739084959969, language=EN, stringName=YIN Shouyi, GUO Heng, WEI Shaojun, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=null, tenantId=null, journalId=1146031591421210625, articleId=1242137063970124620, authorId=1276744739084959969, language=CN, stringName=尹首一, 郭珩, 魏少军, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=null)], keywords=[Keyword(id=1242137064939004815, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=CN, orderNo=1, keyword=人工智能芯片), Keyword(id=1242137065043862416, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=CN, orderNo=1, keyword=深度学习), Keyword(id=1242137065131942801, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=CN, orderNo=1, keyword=可重构计算), Keyword(id=1242137065803031444, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=EN, orderNo=1, keyword=artificial intelligence chips chip), Keyword(id=1242137065907893081, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=EN, orderNo=1, keyword=deep learning), Keyword(id=1242137065987584859, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137063970124620, language=EN, orderNo=1, keyword=reconfigurable computing)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=aEuqdCNQUjPEKa3rm5A/8Q==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1754267492363, createdBy=null, updatedBy=13701087609, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=aEuqdCNQUjPEKa3rm5A/8Q==, picEn=4AIQ9/oc3H8lvjeELJ6WWw==, jcr=null, cjcr=null, exts=[JournalExt(id=1159045127382855686, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1754267492385, updatedTime=1754267492385, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1159045127433187335, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1754267492398, updatedTime=1754267492398, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=0, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=aEuqdCNQUjPEKa3rm5A/8Q==, journalPhotoEn=4AIQ9/oc3H8lvjeELJ6WWw==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=null, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.17.006, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2018.17.006, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2018.17.006, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2018.17.006, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
科技导报
| 专题:人工智能 2018, 36(17): 45-51
人工智能芯片发展的现状及趋势
全屏
尹首一, 郭珩, 魏少军
作者信息
通讯作者:
魏少军(通信作者),教授,研究方向为超大规模集成电路设计方法学、数字系统高层次综合技术、嵌入式系统设计和可重构计算芯片技术,电子信箱:wsj@mail.tsinghua.edu.cn
Present situation and future trend of artificial intelligence chips
YIN Shouyi, GUO Heng, WEI Shaojun
Affiliations
出版时间: 2018-09-13
doi: 10.3981/j.issn.1000-7857.2018.17.006
文章导航
人工智能芯片是人工智能技术的重要组成部分,是实现人工智能算法的硬件基础,也是人工智能时代的战略制高点。分析了现有人工智能芯片的种类、特点、技术路线和市场情况,阐述了当前人工智能芯片面临的机遇与挑战,展望了其未来发展趋势。
The artificial intelligence chips (AI) chip is an important part of artificial intelligence technology. It is the hardware foundation of AI algorithm and the essential of the AI era. This paper analyzes the state of the art, characteristics, potential technical trends and marketing of AI chips, and forecasts the opportunities, challenges and future trends faced by AI chips.
artificial intelligence chips chip
/
deep learning
/
reconfigurable computing
尹首一, 郭珩, 魏少军.
人工智能芯片发展的现状及趋势.
科技导报,
2018
, 36
(17)
: 45
-51
.
DOI: 10.3981/j.issn.1000-7857.2018.17.006
YIN Shouyi, GUO Heng, WEI Shaojun.
Present situation and future trend of artificial intelligence chips[J].
Science & Technology Review ,
2018
, 36
(17)
: 45
-51
.
DOI: 10.3981/j.issn.1000-7857.2018.17.006
2018年第36卷第17期
PDF下载
446
81
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2018.17.006
接收时间:2018-08-17
首发时间:2018-09-18
出版时间:2018-09-13
收稿日期:2018-08-17
修回日期:2018-08-27
通讯作者:
魏少军(通信作者),教授,研究方向为超大规模集成电路设计方法学、数字系统高层次综合技术、嵌入式系统设计和可重构计算芯片技术,电子信箱:wsj@mail.tsinghua.edu.cn
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.17.006
复制链接
引用本文
BibTeX
2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
关闭全屏
BibTeX
EndNote
RefWorks
TxT