已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Detection of motor-evoked potentials below the noise floor: rethinking the motor stimulation threshold

神经生理学 噪音(视频) 磁刺激 计算机科学 兴奋性突触后电位 刺激 诱发电位 神经科学 稳健性(进化) 语音识别 模式识别(心理学) 人工智能
作者
Zhongxi Li,Angel V Peterchev,John C Rothwell,Stefan M. Goetz
出处
期刊:Journal of Neural Engineering [IOP Publishing]
标识
DOI:10.1088/1741-2552/ac7dfc
摘要

Motor-evoked potentials (MEP) are one of the most prominent responses to brain stimulation, such as supra-threshold transcranial magnetic stimulation (TMS) and electrical stimulation. Understanding of the neurophysiology and the determination of the lowest stimulation strength that evokes responses requires the detection of even smaller responses, e.g., from single motor units. However, available detection and quantization methods suffer from a large noise floor.This paper develops a detection method that extracts MEPs hidden below the noise floor. With this method, we aim to estimate excitatory activations of the corticospinal pathways well below the conventional detection level.The presented MEP detection method presents a self-learning matched-filter approach for improved robustness against noise. The filter is adaptively generated per subject through iterative learning. For responses that are reliably detected by conventional detection, the new approach is fully compatible with established peak-to-peak readings and provides the same results but extends the dynamic range below the conventional noise floor.In contrast to the conventional peak-to-peak measure, the proposed method increases the signal-to-noise ratio by more than a factor of 5. The first detectable responses appear to be substantially lower than the conventional threshold definition of 50 µV median peak-to-peak amplitude.The proposed method shows that stimuli well below the conventional 50 µV threshold definition can consistently and repeatably evoke muscular responses and thus activate excitable neuron populations in the brain. As a consequence, the IO curve is extended at the lower end, and the noise cut-off is shifted. Importantly, the IO curve extends so far that the 50 µV point turns out to be closer to the center of the logarithmic sigmoid curve rather than close to the first detectable responses. The underlying method is applicable to a wide range of evoked potentials and other biosignals, such as in electroencephalography.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
vivi完成签到 ,获得积分10
刚刚
310769994发布了新的文献求助30
1秒前
lllll完成签到 ,获得积分10
2秒前
6秒前
丘比特应助郑qqqq采纳,获得10
7秒前
共享精神应助咖啡酸醋冰采纳,获得10
8秒前
研友_VZG7GZ应助陈伟杰采纳,获得10
8秒前
高兴的海白完成签到 ,获得积分10
10秒前
月亮发布了新的文献求助10
10秒前
CaoJing完成签到 ,获得积分10
14秒前
14秒前
调研昵称发布了新的文献求助10
18秒前
天元神尊完成签到 ,获得积分10
20秒前
stITW完成签到,获得积分10
22秒前
Orange应助三度和弦采纳,获得10
24秒前
SYLH完成签到,获得积分0
28秒前
yang完成签到 ,获得积分10
28秒前
31秒前
32秒前
oleskarabach完成签到,获得积分20
34秒前
36秒前
三度和弦发布了新的文献求助10
36秒前
木有完成签到 ,获得积分10
39秒前
JYH12138发布了新的文献求助10
39秒前
ZSQ完成签到 ,获得积分10
40秒前
costahe发布了新的文献求助30
40秒前
Owen应助三度和弦采纳,获得10
41秒前
cheyy发布了新的文献求助10
43秒前
44秒前
JYH12138完成签到,获得积分10
44秒前
拥有八根情丝完成签到 ,获得积分10
45秒前
研友_VZG7GZ应助JYH12138采纳,获得10
47秒前
科研通AI2S应助ReX547413采纳,获得10
48秒前
caitlin完成签到 ,获得积分10
48秒前
陈伟杰发布了新的文献求助10
50秒前
菲1208完成签到,获得积分10
51秒前
52秒前
costahe完成签到,获得积分10
52秒前
gc完成签到 ,获得积分10
52秒前
激动的晓筠完成签到 ,获得积分10
53秒前
高分求助中
Continuum Thermodynamics and Material Modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Mechanistic Modeling of Gas-Liquid Two-Phase Flow in Pipes 2500
Kelsen’s Legacy: Legal Normativity, International Law and Democracy 1000
Conference Record, IAS Annual Meeting 1977 610
Interest Rate Modeling. Volume 3: Products and Risk Management 600
Interest Rate Modeling. Volume 2: Term Structure Models 600
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3544330
求助须知:如何正确求助?哪些是违规求助? 3121530
关于积分的说明 9347654
捐赠科研通 2819788
什么是DOI,文献DOI怎么找? 1550415
邀请新用户注册赠送积分活动 722526
科研通“疑难数据库(出版商)”最低求助积分说明 713265