• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

从猴子运动皮层的局部场电位推断手部运动

Inference of hand movements from local field potentials in monkey motor cortex.

作者信息

Mehring Carsten, Rickert Jörn, Vaadia Eilon, Cardosa de Oliveira Simone, Aertsen Ad, Rotter Stefan

机构信息

Neurobiology & Biophysics, Institute of Biology III, Albert Ludwigs University, Schänzlestrasse 1, 79104 Freiburg, Germany.

出版信息

Nat Neurosci. 2003 Dec;6(12):1253-4. doi: 10.1038/nn1158. Epub 2003 Nov 21.

DOI:10.1038/nn1158
PMID:14634657
Abstract

The spiking of neuronal populations in motor cortex provides accurate information about movement parameters. Here we show that hand movement target and velocity can be inferred from multiple local field potentials (LFPs) in single trials approximately as efficiently as from multiple single-unit activity (SUA) recorded from the same electrodes. Our results indicate that LFPs can be used as an additional signal for decoding brain activity, particularly for new neuroprosthetic applications.

摘要

运动皮层中神经元群体的放电提供了有关运动参数的准确信息。在此我们表明,在单次试验中,可从多个局部场电位(LFP)大致像从同一电极记录的多个单单位活动(SUA)一样有效地推断出手部运动目标和速度。我们的结果表明,LFP可用作解码大脑活动的额外信号,特别是用于新的神经假体应用。

相似文献

1
Inference of hand movements from local field potentials in monkey motor cortex.从猴子运动皮层的局部场电位推断手部运动
Nat Neurosci. 2003 Dec;6(12):1253-4. doi: 10.1038/nn1158. Epub 2003 Nov 21.
2
Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex.比较来自猴子和人类运动皮层的局部和皮层表面场电位单通道中手臂运动方向的信息。
J Physiol Paris. 2004 Jul-Nov;98(4-6):498-506. doi: 10.1016/j.jphysparis.2005.09.016. Epub 2005 Nov 28.
3
Decoding of temporal intervals from cortical ensemble activity.从皮层神经元集群活动中解码时间间隔
J Neurophysiol. 2008 Jan;99(1):166-86. doi: 10.1152/jn.00734.2007. Epub 2007 Nov 14.
4
Bayesian population decoding of motor cortical activity using a Kalman filter.使用卡尔曼滤波器对运动皮层活动进行贝叶斯群体解码。
Neural Comput. 2006 Jan;18(1):80-118. doi: 10.1162/089976606774841585.
5
The pre-movement component of motor cortical local field potentials reflects the level of expectancy.运动皮层局部场电位的运动前成分反映了预期水平。
Behav Brain Res. 2006 May 15;169(2):335-51. doi: 10.1016/j.bbr.2006.02.004. Epub 2006 Mar 13.
6
Neural decoding of finger movements using Skellam-based maximum-likelihood decoding.使用基于斯凯伦的最大似然解码的手指运动神经解码。
IEEE Trans Biomed Eng. 2010 Mar;57(3):754-60. doi: 10.1109/TBME.2009.2020791. Epub 2009 Apr 28.
7
Cerebellar thalamic activity in the macaque monkey encodes the duration but not the force or velocity of wrist movement.猕猴小脑丘脑活动编码手腕运动的持续时间,但不编码其力量或速度。
Brain Res. 2005 Apr 18;1041(2):181-97. doi: 10.1016/j.brainres.2005.02.005.
8
Primary motor cortex neuronal discharge during reach-to-grasp: controlling the hand as a unit.抓握动作过程中初级运动皮层神经元的放电:将手作为一个整体进行控制
Arch Ital Biol. 2002 Jul;140(3):229-36.
9
Long-term decoding stability of local field potentials from silicon arrays in primate motor cortex during a 2D center out task.在二维中心向外任务期间,灵长类动物运动皮层中硅阵列局部场电位的长期解码稳定性。
J Neural Eng. 2014 Jun;11(3):036009. doi: 10.1088/1741-2560/11/3/036009. Epub 2014 May 8.
10
Local field potential spectral tuning in motor cortex during reaching.伸手过程中运动皮层的局部场电位频谱调谐
IEEE Trans Neural Syst Rehabil Eng. 2006 Jun;14(2):180-3. doi: 10.1109/TNSRE.2006.875549.

引用本文的文献

1
EEG-Driven Arm Movement Decoding: Combining Connectivity and Amplitude Features for Enhanced Brain-Computer Interface Performance.脑电图驱动的手臂运动解码:结合连通性和振幅特征以提升脑机接口性能
Bioengineering (Basel). 2025 Jun 4;12(6):614. doi: 10.3390/bioengineering12060614.
2
Coherency between Spike and LFP Activity in M1 during Hand Movements.手部运动期间初级运动皮层中尖峰与局部场电位活动之间的相关性。
Int IEEE EMBS Conf Neural Eng. 2009 Apr-May;2009:506-509. doi: 10.1109/NER.2009.5109344. Epub 2009 Jun 23.
3
A method for unsupervised learning of coherent spatiotemporal patterns in multiscale data.
一种用于多尺度数据中相干时空模式无监督学习的方法。
Proc Natl Acad Sci U S A. 2025 Feb 18;122(7):e2415786122. doi: 10.1073/pnas.2415786122. Epub 2025 Feb 14.
4
Human cortical high-gamma power scales with movement rate in healthy participants and stroke survivors.在健康参与者和中风幸存者中,人类皮层高伽马功率随运动速率而变化。
J Physiol. 2025 Feb;603(4):873-893. doi: 10.1113/JP286873. Epub 2025 Jan 9.
5
Uncovering population contributions to the extracellular potential in the mouse visual system using Laminar Population Analysis.使用层状群体分析揭示小鼠视觉系统中群体对细胞外电位的贡献。
PLoS Comput Biol. 2024 Dec 12;20(12):e1011830. doi: 10.1371/journal.pcbi.1011830. eCollection 2024 Dec.
6
Variations in Clustering of Multielectrode Local Field Potentials in the Motor Cortex of Macaque Monkeys during a Reach-and-Grasp Task.猴大脑运动皮层在抓握任务中多电极局部场电位聚类的变化。
eNeuro. 2024 Sep 27;11(9). doi: 10.1523/ENEURO.0047-24.2024. Print 2024 Sep.
7
Dissociative and prioritized modeling of behaviorally relevant neural dynamics using recurrent neural networks.使用递归神经网络对与行为相关的神经动力学进行分离和优先建模。
Nat Neurosci. 2024 Oct;27(10):2033-2045. doi: 10.1038/s41593-024-01731-2. Epub 2024 Sep 6.
8
Human local field potentials in motor and non-motor brain areas encode upcoming movement direction.人类运动和非运动脑区的局部场电位编码即将到来的运动方向。
Commun Biol. 2024 Apr 27;7(1):506. doi: 10.1038/s42003-024-06151-3.
9
Event detection and classification from multimodal time series with application to neural data.基于多模态时间序列的事件检测与分类及其在神经数据中的应用
J Neural Eng. 2024 May 2;21(2):026049. doi: 10.1088/1741-2552/ad3678.
10
Uncovering population contributions to the extracellular potential in the mouse visual system using Laminar Population Analysis.使用层状群体分析揭示小鼠视觉系统中群体对细胞外电位的贡献。
bioRxiv. 2024 Jan 16:2024.01.15.575805. doi: 10.1101/2024.01.15.575805.