Synthesis Lectures on Computer Architecture最新文献

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On Architecting Fully Homomorphic Encryption-based Computing Systems 基于全同态加密的计算系统体系结构研究
Synthesis Lectures on Computer Architecture Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-31754-5
R. Agrawal, Ajay Joshi
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引用次数: 1
A Primer on Memory Persistency 内存持久性入门
Synthesis Lectures on Computer Architecture Pub Date : 2022-02-09 DOI: 10.2200/s011157ed1v01y202201cac058
V. Gogte, Aasheesh Kolli, T. Wenisch
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引用次数: 2
In-/Near-Memory Computing ——/ Near-Memory计算
Synthesis Lectures on Computer Architecture Pub Date : 2021-08-11 DOI: 10.2200/s01109ed1v01y202106cac057
Daichi Fujiki, Xiaowei Wang, Arun K. Subramaniyan, R. Das
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引用次数: 7
Robotic Computing on FPGAs 基于fpga的机器人计算
Synthesis Lectures on Computer Architecture Pub Date : 2021-06-29 DOI: 10.2200/s01101ed1v01y202105cac056
Shaoshan Liu, Zishen Wan, Bo Yu, Yu Wang
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引用次数: 17
AI for Computer Architecture: Principles, Practice, and Prospects 计算机体系结构中的人工智能:原理、实践和前景
Synthesis Lectures on Computer Architecture Pub Date : 2020-11-06 DOI: 10.2200/s01052ed1v01y202009cac055
Lizhong Chen, Drew Penney, Daniel A. Jiménez
{"title":"AI for Computer Architecture: Principles, Practice, and Prospects","authors":"Lizhong Chen, Drew Penney, Daniel A. Jiménez","doi":"10.2200/s01052ed1v01y202009cac055","DOIUrl":"https://doi.org/10.2200/s01052ed1v01y202009cac055","url":null,"abstract":"Abstract Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79213614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production 深度学习系统:大规模生产的算法、编译器和处理器
Synthesis Lectures on Computer Architecture Pub Date : 2020-10-14 DOI: 10.2200/s01046ed1v01y202009cac053
Andres Rodriguez
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引用次数: 6
Parallel Processing, 1980 to 2020 并行处理,1980年至2020年
Synthesis Lectures on Computer Architecture Pub Date : 2020-10-14 DOI: 10.2200/s01049ed1v01y202009cac054
R. Kuhn, D. Padua
{"title":"Parallel Processing, 1980 to 2020","authors":"R. Kuhn, D. Padua","doi":"10.2200/s01049ed1v01y202009cac054","DOIUrl":"https://doi.org/10.2200/s01049ed1v01y202009cac054","url":null,"abstract":"Abstract This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors’ 1981 Tutorial on Parallel Processing, which covered the state of the art in hardware, program...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75827156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Data Orchestration in Deep Learning Accelerators
Synthesis Lectures on Computer Architecture Pub Date : 2020-08-18 DOI: 10.2200/s01015ed1v01y202005cac052
T. Krishna, Hyoukjun Kwon, A. Parashar, Michael Pellauer, A. Samajdar
{"title":"Data Orchestration in Deep Learning Accelerators","authors":"T. Krishna, Hyoukjun Kwon, A. Parashar, Michael Pellauer, A. Samajdar","doi":"10.2200/s01015ed1v01y202005cac052","DOIUrl":"https://doi.org/10.2200/s01015ed1v01y202005cac052","url":null,"abstract":"Abstract This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growth in deep learning and other...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78526012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Quantum Computer Systems: Research for Noisy Intermediate-Scale Quantum Computers 量子计算机系统:噪声中等规模量子计算机的研究
Synthesis Lectures on Computer Architecture Pub Date : 2020-06-16 DOI: 10.2200/s01014ed1v01y202005cac051
Yongshan Ding, F. Chong
{"title":"Quantum Computer Systems: Research for Noisy Intermediate-Scale Quantum Computers","authors":"Yongshan Ding, F. Chong","doi":"10.2200/s01014ed1v01y202005cac051","DOIUrl":"https://doi.org/10.2200/s01014ed1v01y202005cac051","url":null,"abstract":"Abstract This book targets computer scientists and engineers who are familiar with concepts in classical computer systems but are curious to learn the general architecture of quantum computing syst...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75976395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 30
Efficient Processing of Deep Neural Networks 深度神经网络的高效处理
Synthesis Lectures on Computer Architecture Pub Date : 2020-06-16 DOI: 10.2200/s01004ed1v01y202004cac050
V. Sze, Yu-hsin Chen, Tien-Ju Yang, J. Emer
{"title":"Efficient Processing of Deep Neural Networks","authors":"V. Sze, Yu-hsin Chen, Tien-Ju Yang, J. Emer","doi":"10.2200/s01004ed1v01y202004cac050","DOIUrl":"https://doi.org/10.2200/s01004ed1v01y202004cac050","url":null,"abstract":"Abstract This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many art...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73601619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 150
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