使用神经电子混合系统的机器人导航

J. B. George, G. Abraham, B. Amrutur, S. Sikdar
{"title":"使用神经电子混合系统的机器人导航","authors":"J. B. George, G. Abraham, B. Amrutur, S. Sikdar","doi":"10.1109/VLSID.2015.21","DOIUrl":null,"url":null,"abstract":"Neuro-electronic hybrid systems have been gaining interest of researchers as a possible architecture for computing. This aims to exploit the strengths of biological neuronal systems with their immense parallel processing and learning capabilities along with that of VLSI systems. Towards this end, we have set up a system which demonstrates the use of a live neuronal culture to solve a real world problem of controlling a robot doing the task of obstacle avoidance. We show that a neuronal culture can look at the sensor inputs to the robot and generate motor commands to allow it to explore an arena while avoiding obstacles.","PeriodicalId":123635,"journal":{"name":"2015 28th International Conference on VLSI Design","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Robot Navigation Using Neuro-electronic Hybrid Systems\",\"authors\":\"J. B. George, G. Abraham, B. Amrutur, S. Sikdar\",\"doi\":\"10.1109/VLSID.2015.21\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Neuro-electronic hybrid systems have been gaining interest of researchers as a possible architecture for computing. This aims to exploit the strengths of biological neuronal systems with their immense parallel processing and learning capabilities along with that of VLSI systems. Towards this end, we have set up a system which demonstrates the use of a live neuronal culture to solve a real world problem of controlling a robot doing the task of obstacle avoidance. We show that a neuronal culture can look at the sensor inputs to the robot and generate motor commands to allow it to explore an arena while avoiding obstacles.\",\"PeriodicalId\":123635,\"journal\":{\"name\":\"2015 28th International Conference on VLSI Design\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-02-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 28th International Conference on VLSI Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/VLSID.2015.21\",\"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.2015.21","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

神经电子混合系统作为一种可能的计算机体系结构已引起研究人员的兴趣。其目的是利用生物神经元系统与超大规模集成电路系统的巨大并行处理和学习能力的优势。为此,我们建立了一个系统,该系统演示了如何使用活神经元培养来解决控制机器人执行避障任务的现实问题。我们表明,神经元培养可以查看传感器输入到机器人并生成运动命令,使其能够在避开障碍物的同时探索竞技场。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robot Navigation Using Neuro-electronic Hybrid Systems
Neuro-electronic hybrid systems have been gaining interest of researchers as a possible architecture for computing. This aims to exploit the strengths of biological neuronal systems with their immense parallel processing and learning capabilities along with that of VLSI systems. Towards this end, we have set up a system which demonstrates the use of a live neuronal culture to solve a real world problem of controlling a robot doing the task of obstacle avoidance. We show that a neuronal culture can look at the sensor inputs to the robot and generate motor commands to allow it to explore an arena while avoiding obstacles.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信