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Exploring GVS as a display modality: signal amplitude and polarity, in various environments, impacts on posture, and with dual-tasking. 将 GVS 作为一种显示模式进行探索:各种环境下的信号幅度和极性、对姿势的影响以及双重任务。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-20 DOI: 10.1007/s00221-024-06908-6
David R Temple, Sarah Pepper, Brady C Hogoboom, Lanna N Klausing, Abhishek Datta, Cody Burkhart, Torin K Clark

Galvanic Vestibular Stimulation (GVS) has been proposed as an alternative display modality to relay information without increasing demands on the visual or auditory sensory modalities of the wearer or in environments where those modalities cannot be used (e.g., covert night operations). We further investigated this concept with four experiments designed to test: (1) thresholds at which subjects could distinguish between different GVS current amplitudes and polarities, (2) thresholds at which different bipolar (i.e., sinusoidal waveform with current oscillating between left and right directions) current frequencies were distinguishable among room temperature, hot, cold, and windy environments, (3) effects of unipolar (i.e., sinusoidal waveform with current occurring in only the left or right direction) currents on balance performance, and (4) dual-task performance among frequency and polarity modulated GVS conditions during a concordant visual search task. Subjects reliably distinguished between current amplitudes that varied from a pedestal of ± 0.6 mA by a median of 0.03 mA (range of 0.02-0.32 mA) and between unipolar currents at a median amplitude of 0.55 mA (range of 0.32-0.83 mA). GVS frequency thresholds were robust to the environment conditions tested, with no statistical differences found. Sway and balance errors were increased with unipolar currents. GVS thresholds were not impacted by the dual-task paradigm, but the visual search scores were slightly elevated when congruently performing a polarity thresholding task. Overall findings continue to support GVS use as a display modality, but some limitations are noted, such as the use of unipolar currents under scenarios where postural control is important.

有人建议将 "电晕前庭刺激"(Galvanic Vestibular Stimulation,GVS)作为一种替代显示方式,在不增加佩戴者视觉或听觉感官模式需求的情况下,或在无法使用这些模式的环境中(如夜间隐蔽行动),传递信息。我们通过四项实验进一步研究了这一概念,旨在测试:(1) 受试者能够区分不同 GVS 电流振幅和极性的阈值;(2) 在室温、炎热、寒冷和大风环境中区分不同双极性(即电流在左右方向之间摆动的正弦波形)电流频率的阈值;(3) 单极性(即电流在左右方向之间摆动的正弦波形)电流频率的影响、3)单极(即电流只发生在左或右方向的正弦波形)电流对平衡能力的影响;以及(4)在一致视觉搜索任务中,频率和极性调制 GVS 条件下的双重任务表现。受试者能可靠地区分电流振幅中位数为 0.03 mA(范围为 0.02-0.32 mA)的基座± 0.6 mA 和振幅中位数为 0.55 mA(范围为 0.32-0.83 mA)的单极电流。GVS 频率阈值对测试的环境条件很稳定,没有发现统计差异。单极电流会增加摇摆和平衡误差。GVS阈值不受双任务范式的影响,但在同时执行极性阈值任务时,视觉搜索得分略有提高。总体研究结果继续支持将 GVS 用作一种显示模式,但也指出了一些局限性,例如在姿势控制非常重要的情况下使用单极电流。
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引用次数: 0
Altered prefrontal and cerebellar parvalbumin neuron counts are associated with cognitive changes in male rats. 雄性大鼠前额叶和小脑视网膜旁神经元数量的改变与认知变化有关
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-07-31 DOI: 10.1007/s00221-024-06902-y
Cole King, Tessa Maze, Bethany Plakke

Exposure to valproic acid (VPA), a common anti-seizure medication, in utero is a risk factor for autism spectrum disorder (ASD). People with ASD often display changes in the cerebellum, including volume changes, altered circuitry, and changes in Purkinje cell populations. ASD is also characterized by changes in the medial prefrontal cortex (mPFC), where excitatory/inhibitory balance is often altered. This study exposed rats to a high dose of VPA during gestation and assessed cognition and anxiety-like behaviors during young adulthood using a set-shifting task and the elevated plus maze. Inhibitory parvalbumin-expressing (PV +) neuron counts were assessed in the mPFC and cerebellar lobules VI and VII (Purkinje cell layers), which are known to modulate cognition. VPA males had increased PV + counts in crus I and II of lobule VII. VPA males also had decreased parvalbumin-expressing neuron counts in the mPFC. It was also found that VPA-exposed rats, regardless of sex, had increased parvalbumin-expressing Purkinje cell counts in lobule VI. In males, this was associated with impaired intra-dimensional shifting on a set-shifting task. Purkinje cell over proliferation may be contributing to the previously observed increase in volume of Lobule VI. These findings suggest that altered inhibitory signaling in cerebellar-frontal circuits may contribute to the cognitive deficits that occur within ASD.

子宫内接触丙戊酸(VPA)这种常见的抗癫痫药物是自闭症谱系障碍(ASD)的一个风险因素。自闭症谱系障碍患者的小脑通常会发生变化,包括体积变化、回路改变和浦肯野细胞群变化。自闭症谱系障碍还表现为内侧前额叶皮层(mPFC)的变化,其中的兴奋/抑制平衡通常会发生改变。这项研究让大鼠在妊娠期暴露于高剂量的VPA,并使用集合转换任务和高架加迷宫评估大鼠成年后的认知能力和焦虑样行为。研究人员评估了 mPFC 和小脑叶 VI 和 VII(Purkinje 细胞层)中抑制性副阀素表达(PV +)神经元的数量。VPA 男性小脑 VII 小叶 I 和 II 中的 PV + 数量增加。此外,VPA 男性还减少了前脑皮质中的副发光素表达神经元数量。研究还发现,暴露于 VPA 的大鼠,无论性别如何,其第 VI 小叶中表达副发光素的浦肯野细胞数量均有所增加。在雄性大鼠中,这与一组移位任务中的维内移位受损有关。Purkinje细胞过度增殖可能是导致先前观察到的第VI小叶体积增大的原因。这些研究结果表明,小脑-额叶回路中抑制信号的改变可能是导致ASD认知障碍的原因之一。
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引用次数: 0
The suppression of lower leg electromyography when walking in textured foot orthoses. 穿着纹理足部矫形器行走时小腿肌电图的抑制作用。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-07 DOI: 10.1007/s00221-024-06904-w
Kelly A Robb, Stephen D Perry

Previous research exploring the effects of tactile feedback in standing balance protocols may have generated results that misrepresent the modulatory capabilities of cutaneous afference on generating motor output responses. The neurosensory mechanism of textured foot orthoses to maximize the activation of cutaneous mechanoreceptors is through repetitive foot sole skin indentation. Thus, the purpose of this experimental protocol was to investigate muscular activity amplitude changes during the stance phase of gait, specifically when walking on level ground and when stepping onto a raised wedge, and while wearing textured foot orthoses compared to orthoses without texture. Twenty-one healthy young adults were fit to a standardized neutral running shoe and completed five level and wedged walking trials wearing both orthoses. Kinematic, kinetic and electromyography (EMG) data were recorded from eight lower limb muscles. The results of this study revealed EMG suppression of lower leg musculature during stance when walking in textured foot orthoses, and this was most pronounced when lower leg musculature is typically most active. The addition of texture in foot orthoses design, spanning the entire length of the foot sole, appears to be a clear mechanism to modulate neurosensory feedback with intent to suppress EMG of shank musculature during gait.

以往在站立平衡方案中探索触觉反馈效果的研究结果可能会误解皮肤感觉对产生运动输出反应的调节能力。纹理足部矫形器最大限度激活皮肤机械感受器的神经感觉机制是通过重复的足底皮肤压痕。因此,本实验方案的目的是研究步态阶段的肌肉活动振幅变化,特别是在平地上行走和踏上凸起的楔形地面时的肌肉活动振幅变化,以及穿着有纹理足部矫形器和无纹理矫形器时的肌肉活动振幅变化。21 名健康的年轻人穿上了标准的中性跑鞋,并穿着两种矫形器完成了五次平地和楔形行走试验。研究人员记录了八块下肢肌肉的运动学、动力学和肌电图(EMG)数据。研究结果表明,在穿着有纹理的足部矫形器行走时,小腿肌肉在站立时会受到肌电图抑制,这在小腿肌肉通常最活跃的时候最为明显。在足部矫形器设计中增加横跨整个足底长度的纹理,似乎是一种明显的神经感觉反馈调节机制,目的是抑制步态期间小腿肌肉的肌电图。
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引用次数: 0
Saccadic "inhibition" unveils the late influence of image content on oculomotor programming. 眼球运动 "抑制 "揭示了图像内容对眼球运动程序的后期影响。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-07-30 DOI: 10.1007/s00221-024-06890-z
Rebecca Taylor, Antimo Buonocore, Alessio Fracasso

Image content is prioritized in the visual system. Faces are a paradigmatic example, receiving preferential processing along the visual pathway compared to other visual stimuli. Moreover, face prioritization manifests also in behavior. People tend to look at faces more frequently and for longer periods, and saccadic reaction times can be faster when targeting a face as opposed to a phase-scrambled control. However, it is currently not clear at which stage image content affects oculomotor planning and execution. It can be hypothesized that image content directly influences oculomotor signal generation. Alternatively, the image content could exert its influence on oculomotor planning and execution at a later stage, after the image has been processed. Here we aim to disentangle these two alternative hypotheses by measuring the frequency of saccades toward a visual target when the latter is followed by a visual transient in the central visual field. Behaviorally, this paradigm leads to a reduction in saccade frequency that happens about 90 ms after any visual transient event, also known as saccadic "inhibition". In two experiments, we measured occurrence of saccades in visually guided saccades as well as microsaccades during fixation, using face and noise-matched visual stimuli. We observed that while the reduction in saccade occurrence was similar for both stimulus types, face stimuli lead to a prolonged reduction in eye movements. Moreover, saccade kinematics were altered by both stimulus types, showing an amplitude reduction without change in peak velocity for the earliest saccades. Taken together, our experiments imply that face stimuli primarily affect the later stages of the behavioral phenomenon of saccadic "inhibition". We propose that while some stimulus features are processed at an early stage and can quickly influence eye movements, a delayed signal conveying image content information is necessary to further inhibit/delay activity in the oculomotor system to trigger eye movements.

图像内容在视觉系统中被优先处理。人脸就是一个典型的例子,与其他视觉刺激相比,人脸会在视觉通路中得到优先处理。此外,人脸的优先性还表现在行为上。人们往往会更频繁、更长时间地注视人脸,与相位乱码对照组相比,以人脸为目标的眼球运动反应时间会更快。然而,目前还不清楚图像内容在哪个阶段会影响眼球运动的计划和执行。可以假设图像内容直接影响眼球运动信号的产生。或者,图像内容可能在图像处理后的稍后阶段对眼球运动规划和执行产生影响。在这里,我们通过测量当视觉目标后出现中央视野中的视觉瞬态时,向视觉目标移动的频率,来区分这两种不同的假说。从行为学上讲,这种范式会导致在任何视觉瞬时事件发生后约 90 毫秒的囊回频率降低,这也被称为囊回 "抑制"。在两项实验中,我们使用人脸和噪声匹配的视觉刺激,测量了视觉引导的囊回发生率以及固定期间的微囊回发生率。我们观察到,虽然两种刺激类型对囊回发生率的降低作用相似,但脸部刺激会导致眼球运动长时间减少。此外,两种刺激类型都会改变囊回运动学,最早的囊回运动会出现振幅减小,但峰值速度不变。综上所述,我们的实验表明,人脸刺激主要影响的是后阶段的囊回 "抑制 "行为现象。我们认为,虽然某些刺激特征在早期就会被处理并迅速影响眼球运动,但传递图像内容信息的延迟信号是进一步抑制/延迟眼球运动系统活动以触发眼球运动所必需的。
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引用次数: 0
Lateralization of acquisition and consolidation in direction but not amplitude of a motor skill task. 运动技能任务的习得和巩固在方向上有侧向性,但在幅度上没有。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-07 DOI: 10.1007/s00221-024-06900-0
Jisung Yuk, Robert L Sainburg

Previous research suggests that the neural processes underlying specification of movement direction and amplitude are independently represented in the nervous system. However, our understanding of acquisition and consolidation processes in the direction and distance learning remains limited. We designed a virtual air hockey task, in which the puck direction is determined by the hand direction at impact, while the puck distance is determined by the amplitude of the velocity. In two versions of this task, participants were required to either specify the direction or the distance of the puck, while the alternate variable did not contribute to task success. Separate groups of right-handed participants were recruited for each task. Each participant was randomly assigned to one of two groups with a counter-balanced arm practice sequence (right to left, or left to right). We examined acquisition and, after 24 h, we examined two aspects of consolidation: 1) same hand performance to test the durability and 2) the opposite hand to test the effector-independent consolidation (interlimb transfer) of learning. The distance task showed symmetry between hands in the extent of acquisition as well as in both aspects of consolidation. In contrast, the direction task showed asymmetry in both acquisition and consolidation: the dominant right arm showed faster and greater acquisition and greater transfer from the opposite arm training. The asymmetric acquisition and consolidation processes shown in the direction task might be explained by lateralized control and mapping of direction, an interpretation consistent with previous findings on motor adaptation paradigms.

以往的研究表明,神经系统中独立存在着运动方向和振幅规范的神经过程。然而,我们对方向和远距离学习的习得和巩固过程的了解仍然有限。我们设计了一个虚拟空气曲棍球任务,其中冰球的方向由撞击时的手方向决定,而冰球的距离则由速度的振幅决定。在这个任务的两个版本中,参与者需要指定冰球的方向或距离,而另一个变量对任务成功与否没有影响。每项任务都招募了不同组别的右手参与者。每名受试者被随机分配到两组中的一组,两组的手臂练习顺序相反(从右到左或从左到右)。我们考察了习得情况,并在 24 小时后考察了巩固情况的两个方面:1)同只手的表现,以测试学习的持久性;2)异只手的表现,以测试学习的不依赖于效应器的巩固(肢间转移)。在距离任务中,两只手的学习程度以及巩固的两个方面都是对称的。与此相反,方向任务在习得和巩固两方面都显示出不对称性:优势右臂显示出更快和更大的习得,以及从对侧手臂训练中更大的迁移。方向任务中显示的非对称习得和巩固过程可能是由侧向控制和方向映射造成的,这与之前运动适应范式的研究结果一致。
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引用次数: 0
Effects of cerebellar transcranial direct current stimulation on the excitability of spinal motor neurons and vestibulospinal tract in healthy individuals. 小脑经颅直流电刺激对健康人脊髓运动神经元和前庭脊髓束兴奋性的影响
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-12 DOI: 10.1007/s00221-024-06894-9
Yuki Sato, Yuta Terasawa, Yohei Okada, Naruhito Hasui, Naomichi Mizuta, Sora Ohnishi, Daiki Fujita, Shu Morioka

Cerebellar transcranial direct current stimulation (ctDCS) modulates cerebellar cortical excitability in a polarity-dependent manner and affects inhibitory pathways from the cerebellum. The cerebellum modulates spinal reflex excitability via the vestibulospinal tract and other pathways projecting to the spinal motor neurons; however, the effects of ctDCS on the excitability of spinal motor neurons and vestibulospinal tract remain unclear. The experiment involved 13 healthy individuals. ctDCS (sham-ctDCS, anodal-ctDCS, and cathodal-ctDCS) was applied to the cerebellar vermis at 2 mA with an interval of at least 3 days between each condition. We measured the maximal M-wave (Mmax) and maximal H-reflex (Hmax) in the right soleus muscle to assess the excitability of spinal motor neurons. We applied galvanic vestibular stimulation (GVS) for 200 ms at 100 ms before tibial nerve stimulation to measure Hmax conditioned by GVS (GVS-Hmax) and calculated the change rate of Hmax by GVS as the excitability of vestibulospinal tract. We measured the Mmax, Hmax, and GVS-Hmax before, during, and after ctDCS in the sitting posture. No main effects of tDCS condition, main effects of time, or interaction effects were observed in Hmax/Mmax or the change rate of Hmax by GVS. It has been suggested that ctDCS does not affect the excitability of spinal motor neurons and vestibulospinal tract, as measured by neurophysiological methods, such as the H-reflex, in healthy individuals in a sitting posture. Effect of ctDCS on other descending pathways to spinal motor neurons, the neurological mechanism of tDCS and the cerebellar activity during the experiment may have contributed to these results. Therefore, we need to investigate the involvement of the cerebellum in Hmax/Mmax and the change rate of Hmax by GVS under different neuromodulation techniques and postural conditions.

小脑经颅直流电刺激(ctDCS)以极性依赖的方式调节小脑皮质的兴奋性,并影响来自小脑的抑制通路。小脑通过前庭脊髓束和投射到脊髓运动神经元的其他通路调节脊髓反射兴奋性;然而,ctDCS对脊髓运动神经元和前庭脊髓束兴奋性的影响仍不清楚。实验涉及 13 名健康人。ctDCS(假-ctDCS、阳极-ctDCS 和阴极-ctDCS)以 2 毫安的电流作用于小脑蚓部,每个条件之间至少间隔 3 天。我们测量了右侧比目鱼肌的最大 M 波(Mmax)和最大 H 反射(Hmax),以评估脊髓运动神经元的兴奋性。我们在胫神经刺激前 100 毫秒处施加电流前庭刺激(GVS)200 毫秒,以测量 GVS 条件下的 Hmax(GVS-Hmax),并计算 GVS 条件下 Hmax 的变化率作为前庭脊髓束的兴奋性。我们测量了坐姿下 ctDCS 之前、期间和之后的 Mmax、Hmax 和 GVS-Hmax。在 Hmax/Mmax 或 GVS 的 Hmax 变化率方面,没有观察到 tDCS 条件的主效应、时间的主效应或交互效应。有研究表明,ctDCS 不会影响健康人坐姿下脊髓运动神经元和前庭神经束的兴奋性,这可以通过神经生理学方法(如 H 反射)来测量。ctDCS对脊髓运动神经元其他下行通路的影响、tDCS的神经机制以及实验过程中的小脑活动可能是造成这些结果的原因。因此,我们需要研究在不同的神经调控技术和体位条件下,小脑对 Hmax/Mmax 的参与情况以及龙胆紫对 Hmax 的变化率。
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引用次数: 0
Role of proprioception in corrective visually-guided movements: larger movement errors in both arms of a deafferented individual compared to control participants. 本体感觉在视觉引导的矫正动作中的作用:与对照组参与者相比,失能者双臂的动作误差更大。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-07 DOI: 10.1007/s00221-024-06901-z
Shanie A L Jayasinghe, Robert L Sainburg, Fabrice R Sarlegna

Proprioception plays an important role in both feedforward and feedback processes underlying movement control. This has been shown with individuals who suffered a profound proprioceptive loss and use vision to partially compensate for the sensory loss. The purpose of this study was to specifically examine the role of proprioception in feedback motor responses to visual perturbations by examining voluntary arm movements in an individual with a rare case of selective peripheral deafferentation (GL). We compared her left and right hand movements with those of age-matched female control participants (70.0 years ± 0.2 SEM) during a reaching task. Participants were asked to move their unseen hand, represented by a cursor on the screen, quickly and accurately to reach a visual target. A visual perturbation could be pseudorandomly applied, at movement onset, to either the target position (target jump) or the cursor position (cursor jump). Results showed that despite the continuous visual feedback that was provided, GL produced larger errors in final position accuracy compared to control participants, with her left nondominant hand being more erroneous after a cursor jump. We also found that the proprioceptively-deafferented individual produced less spatially efficient movements than the control group. Overall, these results provide evidence of a heavier reliance on proprioceptive feedback for movements of the nondominant hand relative to the dominant hand, supporting the view of a lateralization of the feedback processes underlying motor control.

本体感觉在运动控制的前馈和反馈过程中发挥着重要作用。这一点在本体感觉严重缺失的人身上得到了证明,他们利用视觉来部分补偿感觉的缺失。本研究的目的是通过研究一名罕见的选择性外周失认症(GL)患者的手臂自主运动,专门研究本体感觉在对视觉扰动的反馈运动反应中的作用。我们将她在伸手任务中的左右手运动与年龄匹配的女性对照组参与者(70.0 岁 ± 0.2 SEM)的左右手运动进行了比较。参与者被要求快速、准确地移动屏幕上光标所代表的看不见的手,以达到视觉目标。在运动开始时,可以对目标位置(目标跳跃)或光标位置(光标跳跃)伪随机施加视觉扰动。结果显示,尽管提供了持续的视觉反馈,但与对照组参与者相比,GL 在最终位置的准确性上产生了更大的误差,她的左手在光标跳跃后的误差更大。我们还发现,与对照组相比,本体感觉剥夺者的空间运动效率较低。总之,这些结果证明了相对于优势手而言,非优势手的运动更依赖于本体感觉反馈,从而支持了运动控制反馈过程的侧向化观点。
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引用次数: 0
Robust fatigue markers obtained from muscle synergy analysis. 从肌肉协同分析中获得可靠的疲劳标记。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-13 DOI: 10.1007/s00221-024-06909-5
Chen Zhang, Zi-Jian Zhou, Lu-Yi Wang, Ling-Hua Ran, Hui-Min Hu, Xin Zhang, Hong-Qi Xu, Ji-Peng Shi

This study aimed to utilize the nonnegative matrix factorization (NNMF) algorithm for muscle synergy analysis, extracting synergy structures and muscle weightings and mining biomarkers reflecting changes in muscle fatigue from these synergy structures. A leg press exercise to induce fatigue was performed by 11 participants. Surface electromyography (sEMG) data from seven muscles, electrocardiography (ECG) data, Borg CR-10 scale scores, and the z-axis acceleration of the weight block were simultaneously collected. Three indices were derived from the synergy structures: activation phase difference, coactivation area, and coactivation time. The indicators were further validated for single-leg landing. Differences in heart rate (HR) and heart rate variability (HRV) were observed across different fatigue levels, with varying degrees of disparity. The median frequency (MDF) exhibited a consistent decline in the primary working muscle groups. Significant differences were noted in activation phase difference, coactivation area, and coactivation time before and after fatigue onset. Moreover, a significant correlation was found between the activation phase difference and the coactivation area with fatigue intensity. The further application of single-leg landing demonstrated the effectiveness of the coactivation area. These indices can serve as biomarkers reflecting simultaneous alterations in the central nervous system and muscle activity post-exertion.

本研究旨在利用非负矩阵因式分解(NNMF)算法进行肌肉协同作用分析,提取协同作用结构和肌肉权重,并从这些协同作用结构中挖掘反映肌肉疲劳变化的生物标志物。11 名参与者进行了压腿练习以诱发疲劳。同时收集了七块肌肉的表面肌电图(sEMG)数据、心电图(ECG)数据、博格CR-10量表评分以及重量块的z轴加速度。从协同结构中得出了三个指标:激活相位差、协同激活面积和协同激活时间。这些指标在单腿着地时得到了进一步验证。在不同的疲劳程度下,心率(HR)和心率变异性(HRV)存在不同程度的差异。中位频率(MDF)在主要工作肌群中呈现出一致的下降趋势。疲劳开始前后的激活相位差、共激活面积和共激活时间存在显著差异。此外,还发现激活相位差和共激活面积与疲劳强度之间存在明显的相关性。单腿着地的进一步应用证明了共激活面积的有效性。这些指数可作为生物标志物,同时反映运动后中枢神经系统和肌肉活动的变化。
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引用次数: 0
The effects of four hours of normobaric hypoxia on the vestibular control of balance. 四小时常压缺氧对前庭控制平衡的影响。
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-15 DOI: 10.1007/s00221-024-06905-9
M I B Debenham, C B Bruce, C J McNeil, B H Dalton

Whole-body vestibular-evoked balance responses decrease following ~ 55 min of normobaric hypoxia. It is unclear how longer durations of hypoxia affect the vestibular control of balance at the muscle and whole-body levels. This study examined how four hours of normobaric hypoxia influenced the vestibular control of balance. Fifteen participants (4 females; 11 males) stood on a force plate with vision occluded and head rotated rightward while subjected to three blocks of binaural, bipolar stochastic electrical vestibular stimulation (EVS; 0-25 Hz, root mean square amplitude = 1.1 mA) consisting of two, 90-s trials. The relationship between EVS and anteroposterior (AP) forces or medial gastrocnemius (MG) electromyography (EMG) was estimated in the time and frequency domains at baseline (BL; 0.21 fraction of inspired oxygen-FIO2) and following two (H2) and four (H4) hours of normobaric hypoxia (0.11 FIO2). The EVS-MG EMG short-latency peak and peak-to-peak amplitudes were smaller than BL at H2 and H4, but the medium-latency peak amplitude was only lower at H4. The EVS-AP force medium-latency peak amplitude was lower than BL at H4, but the short-latency peak and peak-to-amplitudes were unchanged. The EVS-MG EMG coherence and gain were reduced compared to BL at H2 and H4 across multiple frequencies ≥ 7 Hz, whereas EVS-AP force coherence was blunted at H4 (≤ 4 Hz), but gain was unaffected. Overall, the central nervous system's response to vestibular-driven signals during quiet standing was decreased for up to four hours of normobaric hypoxia, and vestibular-evoked responses recorded within postural muscles may be more sensitive than the whole-body response.

常压缺氧约 55 分钟后,全身前庭诱发的平衡反应会降低。目前还不清楚更长时间的缺氧对肌肉和全身平衡的前庭控制有何影响。本研究考察了四小时常压缺氧对前庭平衡控制的影响。15 名参与者(4 名女性;11 名男性)站在受力板上,视线被遮挡,头部向右旋转,同时接受三个组的双耳双极随机前庭电刺激(EVS;0-25 Hz,均方根振幅 = 1.1 mA),包括两次 90 秒的试验。在基线(BL;0.21%的吸入氧-FIO2)以及常压缺氧(0.11%的吸入氧-FIO2)两小时(H2)和四小时(H4)后,对EVS与前胸(AP)力或内侧腓肠肌(MG)肌电图(EMG)之间的时域和频域关系进行了估计。在 H2 和 H4 时,EVS-MG 肌电图的短频率峰值和峰间振幅均小于 BL,但中频率峰值振幅仅在 H4 时较低。EVS-AP 肌力的中频峰振幅在 H4 时低于 BL,但短频峰振幅和峰间振幅保持不变。在 H2 和 H4 的多个频率(≥ 7 Hz)上,EVS-MG 肌电图相干性和增益均低于 BL,而 EVS-AP 肌电图相干性在 H4(≤ 4 Hz)时减弱,但增益未受影响。总体而言,在长达四小时的常压缺氧条件下,中枢神经系统对安静站立时前庭驱动信号的反应有所下降,而在姿势肌内记录到的前庭诱发反应可能比全身反应更敏感。
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引用次数: 0
Research on low-power driving fatigue monitoring method based on spiking neural network. 基于尖峰神经网络的低功耗驾驶疲劳监测方法研究
IF 1.7 4区 医学 Q4 NEUROSCIENCES Pub Date : 2024-10-01 Epub Date: 2024-08-23 DOI: 10.1007/s00221-024-06911-x
Tianshu Gu, Wanchao Yao, Fuwang Wang, Rongrong Fu

Fatigue driving is one of the leading causes of traffic accidents, and the rapid and accurate detection of driver fatigue is of paramount importance for enhancing road safety. However, the application of deep learning models in fatigue driving detection has long been constrained by high computational costs and power consumption. To address this issue, this study proposes an approach that combines Self-Organizing Map (SOM) and Spiking Neural Networks (SNN) to develop a low-power model capable of accurately recognizing the driver's mental state. Initially, spatial features are extracted from electroencephalogram (EEG) signals using the SOM network. Subsequently, the extracted weight vectors are encoded and fed into the SNN for fatigue driving classification. The research results demonstrate that the proposed method effectively considers the spatiotemporal characteristics of EEG signals, achieving efficient fatigue detection. Simultaneously, this approach successfully reduces the model's power consumption. When compared to traditional artificial neural networks, our method reduces energy consumption by approximately 12.21-42.59%.

疲劳驾驶是交通事故的主要原因之一,快速、准确地检测驾驶员的疲劳状态对提高道路安全至关重要。然而,长期以来,深度学习模型在疲劳驾驶检测中的应用一直受到高计算成本和高能耗的制约。为解决这一问题,本研究提出了一种结合自组织图(SOM)和尖峰神经网络(SNN)的方法,以开发一种能够准确识别驾驶员精神状态的低功耗模型。首先,利用 SOM 网络从脑电图(EEG)信号中提取空间特征。随后,对提取的权重向量进行编码,并输入 SNN 进行疲劳驾驶分类。研究结果表明,所提出的方法有效地考虑了脑电信号的时空特征,实现了高效的疲劳检测。同时,这种方法还成功地降低了模型的功耗。与传统的人工神经网络相比,我们的方法降低了约 12.21-42.59% 的能耗。
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引用次数: 0
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Experimental Brain Research
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