Xuebin Wang, Chunxiuzi Liu, Meng Zhao, Ke Zhang, Zengru Di, He Liu
{"title":"基于秀丽隐杆线虫厌恶嗅觉学习神经回路的图像分类人工神经网络研究（Sci. 7/2025）","authors":"Xuebin Wang, Chunxiuzi Liu, Meng Zhao, Ke Zhang, Zengru Di, He Liu","doi":"10.1002/advs.202570039","DOIUrl":null,"url":null,"abstract":"<p><b>Nematode's Brain-Inspired AI</b></p><p>This cover image adapts a scene from the novel <i>Journey to the West</i>. In this version, the Monkey King uses a high-tech AI magic mirror to reveal the White Bone Spirit disguised among humans. The cover is linked to the research findings in article number 2410637, in which Xuebin Wang, Zengru Di, He Liu, and colleagues identify a neural circuit responsible for learning aversive olfactory memory in <i>Caenorhabditis elegans</i>. Drawing inspiration from these findings, they designed a novel artificial neural network architecture specifically tailored for image classification tasks. This brain-inspired AI architecture outperforms conventional methods, demonstrating superior performance.\n\n <figure>\n <div><picture>\n <source></source></picture><p></p>\n </div>\n </figure></p>","PeriodicalId":117,"journal":{"name":"Advanced Science","volume":"12 7","pages":""},"PeriodicalIF":14.1000,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/advs.202570039","citationCount":"0","resultStr":"{\"title\":\"An Artificial Neural Network for Image Classification Inspired by the Aversive Olfactory Learning Neural Circuit in Caenorhabditis elegans (Adv. Sci. 7/2025)\",\"authors\":\"Xuebin Wang, Chunxiuzi Liu, Meng Zhao, Ke Zhang, Zengru Di, He Liu\",\"doi\":\"10.1002/advs.202570039\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><b>Nematode's Brain-Inspired AI</b></p><p>This cover image adapts a scene from the novel <i>Journey to the West</i>. In this version, the Monkey King uses a high-tech AI magic mirror to reveal the White Bone Spirit disguised among humans. The cover is linked to the research findings in article number 2410637, in which Xuebin Wang, Zengru Di, He Liu, and colleagues identify a neural circuit responsible for learning aversive olfactory memory in <i>Caenorhabditis elegans</i>. Drawing inspiration from these findings, they designed a novel artificial neural network architecture specifically tailored for image classification tasks. This brain-inspired AI architecture outperforms conventional methods, demonstrating superior performance.\\n\\n <figure>\\n <div><picture>\\n <source></source></picture><p></p>\\n </div>\\n </figure></p>\",\"PeriodicalId\":117,\"journal\":{\"name\":\"Advanced Science\",\"volume\":\"12 7\",\"pages\":\"\"},\"PeriodicalIF\":14.1000,\"publicationDate\":\"2025-02-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/advs.202570039\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Science\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202570039\",\"RegionNum\":1,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Science","FirstCategoryId":"88","ListUrlMain":"https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202570039","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
An Artificial Neural Network for Image Classification Inspired by the Aversive Olfactory Learning Neural Circuit in Caenorhabditis elegans (Adv. Sci. 7/2025)
Nematode's Brain-Inspired AI
This cover image adapts a scene from the novel Journey to the West. In this version, the Monkey King uses a high-tech AI magic mirror to reveal the White Bone Spirit disguised among humans. The cover is linked to the research findings in article number 2410637, in which Xuebin Wang, Zengru Di, He Liu, and colleagues identify a neural circuit responsible for learning aversive olfactory memory in Caenorhabditis elegans. Drawing inspiration from these findings, they designed a novel artificial neural network architecture specifically tailored for image classification tasks. This brain-inspired AI architecture outperforms conventional methods, demonstrating superior performance.
期刊介绍：
Advanced Science is a prestigious open access journal that focuses on interdisciplinary research in materials science, physics, chemistry, medical and life sciences, and engineering. The journal aims to promote cutting-edge research by employing a rigorous and impartial review process. It is committed to presenting research articles with the highest quality production standards, ensuring maximum accessibility of top scientific findings. With its vibrant and innovative publication platform, Advanced Science seeks to revolutionize the dissemination and organization of scientific knowledge.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
