{"title":"Mapping neuronal selectivity and invariance in the mammalian visual cortex using digital twins.","authors":"Xiaoxuan Jia","doi":"10.1016/j.tins.2026.04.004","DOIUrl":null,"url":null,"abstract":"<p><p>In a recent study, Ding, Tran, and colleagues applied model-guided closed-loop physiology to systematically map neuronal selectivity and invariance in the mouse primary visual cortex, revealing a spectrum of receptive-field invariances, including a bipartite organization tuned to spatial-frequency boundaries. This approach efficiently explores the high-dimensional visual feature space, providing a framework to investigate neuronal coding schemes and representational geometry.</p>","PeriodicalId":23325,"journal":{"name":"Trends in Neurosciences","volume":" ","pages":"420-422"},"PeriodicalIF":15.7000,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trends in Neurosciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.tins.2026.04.004","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/5/4 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
In a recent study, Ding, Tran, and colleagues applied model-guided closed-loop physiology to systematically map neuronal selectivity and invariance in the mouse primary visual cortex, revealing a spectrum of receptive-field invariances, including a bipartite organization tuned to spatial-frequency boundaries. This approach efficiently explores the high-dimensional visual feature space, providing a framework to investigate neuronal coding schemes and representational geometry.
期刊介绍:
For over four decades, Trends in Neurosciences (TINS) has been a prominent source of inspiring reviews and commentaries across all disciplines of neuroscience. TINS is a monthly, peer-reviewed journal, and its articles are curated by the Editor and authored by leading researchers in their respective fields. The journal communicates exciting advances in brain research, serves as a voice for the global neuroscience community, and highlights the contribution of neuroscientific research to medicine and society.