Zifang Zhao, Hongyu Chang, Praveen Paudel, Jaehyo Park, Can Liu, Maria Q. Aurelio, Azahara Oliva, Antonio Fernandez-Ruiz
{"title":"A wireless modular platform for neuro-behavioral recording and closed-loop manipulation in small animals","authors":"Zifang Zhao, Hongyu Chang, Praveen Paudel, Jaehyo Park, Can Liu, Maria Q. Aurelio, Azahara Oliva, Antonio Fernandez-Ruiz","doi":"10.1038/s41592-026-03220-9","DOIUrl":null,"url":null,"abstract":"Investigating the neural mechanisms of social group interactions and other naturalistic behaviors in small animals remains limited by current technology. Tethered neural recording systems are incompatible with many of these behaviors, while existing wireless devices for small animals are constrained by weight, bandwidth, recording duration and the lack of closed-loop modulation capabilities. Here we overcome these limitations by developing a Wireless, Interactive, Lightweight Datalogger (WILD) with integrated flexible neural probes, optogenetics, an inertial measurement unit, an ultrasonic microphone and a head-mounted camera. This platform enables simultaneous, long-term recording of neural activity, locomotor variables, vocalizations and eye movements from groups of freely moving mice in both laboratory and outdoor settings. Model-based real-time signal processing detects specific neural events and behavioral motifs to trigger closed-loop neural interventions. By combining multimodal recordings with advanced onboard signal-processing capabilities in a compact device, WILD enables the investigation of neural mechanisms underlying a broad range of natural behaviors in small animals. WILD is a wireless device that can record neuronal activity, perform optogenetic stimulations, record animal movements, record the environment or eye movements via an integrated camera, analyze the data and trigger optogenetic stimulation. This device facilitates studies of brain activity in freely moving animals such as mice, both in the laboratory and under naturalistic conditions.","PeriodicalId":18981,"journal":{"name":"Nature Methods","volume":"23 10","pages":"2099-2109"},"PeriodicalIF":28.3000,"publicationDate":"2026-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Methods","FirstCategoryId":"99","ListUrlMain":"https://www.nature.com/articles/s41592-026-03220-9","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0
Abstract
Investigating the neural mechanisms of social group interactions and other naturalistic behaviors in small animals remains limited by current technology. Tethered neural recording systems are incompatible with many of these behaviors, while existing wireless devices for small animals are constrained by weight, bandwidth, recording duration and the lack of closed-loop modulation capabilities. Here we overcome these limitations by developing a Wireless, Interactive, Lightweight Datalogger (WILD) with integrated flexible neural probes, optogenetics, an inertial measurement unit, an ultrasonic microphone and a head-mounted camera. This platform enables simultaneous, long-term recording of neural activity, locomotor variables, vocalizations and eye movements from groups of freely moving mice in both laboratory and outdoor settings. Model-based real-time signal processing detects specific neural events and behavioral motifs to trigger closed-loop neural interventions. By combining multimodal recordings with advanced onboard signal-processing capabilities in a compact device, WILD enables the investigation of neural mechanisms underlying a broad range of natural behaviors in small animals. WILD is a wireless device that can record neuronal activity, perform optogenetic stimulations, record animal movements, record the environment or eye movements via an integrated camera, analyze the data and trigger optogenetic stimulation. This device facilitates studies of brain activity in freely moving animals such as mice, both in the laboratory and under naturalistic conditions.
期刊介绍:
Nature Methods is a monthly journal that focuses on publishing innovative methods and substantial enhancements to fundamental life sciences research techniques. Geared towards a diverse, interdisciplinary readership of researchers in academia and industry engaged in laboratory work, the journal offers new tools for research and emphasizes the immediate practical significance of the featured work. It publishes primary research papers and reviews recent technical and methodological advancements, with a particular interest in primary methods papers relevant to the biological and biomedical sciences. This includes methods rooted in chemistry with practical applications for studying biological problems.