{"title":"教程T1:神经形态计算-算法，设备和系统","authors":"B. Rajendran, U. Ganguly, M. Suri","doi":"10.1109/VLSID.2015.109","DOIUrl":null,"url":null,"abstract":"Summary form only given. This tutorial is aimed to present an overview on the latest research thrusts in the field of Neuromorphic Computing. We will discuss some of the fundamental principles of computation employed by the brain, and algorithmic ideas that are currently being explored for various applications. We will then discuss new ideas that are being explored to mimic the core functional features of the human brain in area and power-efficient nanoscale materials and device systems. We will also discuss potential system level deployment of such technologies and how they outperform conventional computational systems.","PeriodicalId":123635,"journal":{"name":"2015 28th International Conference on VLSI Design","volume":"244 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems\",\"authors\":\"B. Rajendran, U. Ganguly, M. Suri\",\"doi\":\"10.1109/VLSID.2015.109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Summary form only given. This tutorial is aimed to present an overview on the latest research thrusts in the field of Neuromorphic Computing. We will discuss some of the fundamental principles of computation employed by the brain, and algorithmic ideas that are currently being explored for various applications. We will then discuss new ideas that are being explored to mimic the core functional features of the human brain in area and power-efficient nanoscale materials and device systems. We will also discuss potential system level deployment of such technologies and how they outperform conventional computational systems.\",\"PeriodicalId\":123635,\"journal\":{\"name\":\"2015 28th International Conference on VLSI Design\",\"volume\":\"244 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-02-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 28th International Conference on VLSI Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/VLSID.2015.109\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 28th International Conference on VLSI Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VLSID.2015.109","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems
Summary form only given. This tutorial is aimed to present an overview on the latest research thrusts in the field of Neuromorphic Computing. We will discuss some of the fundamental principles of computation employed by the brain, and algorithmic ideas that are currently being explored for various applications. We will then discuss new ideas that are being explored to mimic the core functional features of the human brain in area and power-efficient nanoscale materials and device systems. We will also discuss potential system level deployment of such technologies and how they outperform conventional computational systems.
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