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Excitatory magnetic stimulation increased interhemispheric inhibition: a pharmacological and TMS-EEG study. 兴奋性磁刺激增加半球间抑制:药理学和TMS-EEG研究。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf310
Yazhen Han, Zhimin Huang, Yujun Wang, Ying Liu, Jiqing He, Zhongming Gao, Paul B Fitzgerald, Zafiris J Daskalakis, Xianwei Che

The inhibitory effect of interhemispheric signal propagation (ISP) is believed to be aligned with GABAB receptor mediated inhibitory neurotransmission and related to interhemispheric connectivity. Repetitive Transcranial magnetic stimulation (rTMS) is a safe and potent strategy for altering brain connectivity. However, it remains unclear if rTMS modulates ISP. With pretreatment of baclofen, a GABAB receptor agonist, this study characterized rTMS effects on ISP and the influence of GABAB receptor neurotransmission. ISP was measured with TMS and electroencephalography co-registration (TMS-EEG). Excitatory rTMS (> 5 Hz) was found to increase interhemispheric inhibition indexed by ISP. This effect was reduced by baclofen pretreatment, potentially reflecting competition for GABAB receptors neurotransmission between baclofen and rTMS. Beyond evoked potentials, our data also identified TMS-evoked gamma oscillation as a reliable indicator of intracortical inhibition. These novel findings help to clarify the effects of rTMS on interhemispheric connectivity, which may help to optimize rTMS treatments for various psychiatric disorders.

大脑半球间信号传播(ISP)的抑制作用与GABAB受体介导的抑制性神经传递一致,并与大脑半球间连通性有关。重复经颅磁刺激(rTMS)是一种安全有效的改变大脑连通性的策略。然而,目前尚不清楚rTMS是否会调节ISP。本研究采用GABAB受体激动剂巴氯芬预处理,表征rTMS对ISP的影响及GABAB受体神经传递的影响。采用经颅磁刺激和脑电图联合配准(TMS- eeg)测量ISP。发现兴奋性rTMS (bbb50hz)增加了由ISP索引的半球间抑制。巴氯芬预处理降低了这种效应,可能反映了巴氯芬和rTMS之间对GABAB受体神经传递的竞争。除了诱发电位,我们的数据还确定了经颅磁刺激诱发的伽马振荡是皮质内抑制的可靠指标。这些新发现有助于阐明rTMS对大脑半球连通性的影响,这可能有助于优化rTMS治疗各种精神疾病的方法。
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引用次数: 0
Unmasking the post-expiratory pause: salience network connectivity and its link to psychological factors. 揭露呼气后暂停:显著性网络连接及其与心理因素的联系。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf313
Gustavo G Diez, Pablo Cuesta, Sara W Lazar, Luis Saracho, Ricardo Bruña, Fernando Maestú, Eduardo Anitua, Nazareth Castellanos

Breathing not only sustains life but also interacts with emotional states. Mounting evidence suggests that subtle variations in respiratory patterns-including their neural underpinnings-may serve as sensitive indicators of affective processes, yet the specific phases of spontaneous breathing have rarely been studied in detail. Here, we present a cross-sectional, exploratory investigation combining high-temporal-resolution respiratory measures, resting-state magnetoencephalography data, and psychological assessments in 46 healthy adults. Our analysis distinguishes three distinct phases-inspiration, expiration, and the brief but functionally significant post-expiratory pause (PEP). By correlating time-averaged Salience Network connectivity with aggregate respiratory metrics, we identify trait-level associations specific to the PEP in beta and gamma frequencies. Individuals with longer and more variable PEPs show distinct connectivity patterns associated with heightened depression and reduced life satisfaction. Connectivity patterns involving the right insula, bilateral anterior cingulate cortex, and left amygdala show robust correlations with these affective parameters, suggesting that this brief respiratory interval may serve as a window into interoceptive and emotional processing. Our findings highlight the overlooked role of the PEP in capturing meaningful interactions between respiration, neural circuits, and psychological well-being.

呼吸不仅维持生命,还与情绪状态相互作用。越来越多的证据表明,呼吸模式的细微变化——包括它们的神经基础——可能是情感过程的敏感指标,但自发呼吸的具体阶段很少被详细研究。在这里,我们提出了一项横断面的探索性研究,结合了46名健康成年人的高时间分辨率呼吸测量、静息状态脑磁图数据和心理评估。我们的分析区分了三个不同的阶段——吸气、呼气和短暂但功能重要的呼气后暂停(PEP)。通过将时间平均显著性网络连接与总体呼吸指标相关联,我们确定了PEP在β和γ频率上特有的特征水平关联。pep越长、越可变的个体表现出明显的连接模式,与抑郁加剧和生活满意度降低相关。包括右脑岛、双侧前扣带皮层和左杏仁核在内的连通性模式显示出与这些情感参数的强大相关性,这表明这一短暂的呼吸间隔可能是进入内感受性和情绪处理的窗口。我们的发现强调了PEP在捕捉呼吸、神经回路和心理健康之间有意义的相互作用方面被忽视的作用。
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引用次数: 0
Proteomic insights into the macaque insular parcellation based on structural connectivity gradients. 基于结构连接梯度的猕猴岛状包裹的蛋白质组学研究。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf307
Xinyi Liu, Long Cao, Zongchang Du, Yue Cui, Kadharbatcha S Saleem, Yuanchao Zhang, Yuheng Lu, Baogui Zhang, Yanyan Liu, Xiaoxiao Hou, Luqi Cheng, Kaixin Li, Lingzhong Fan, Zhengyi Yang, Tianzi Jiang

Gradients across microstructure, macro-connectivity, and gene expression scales have been identified in the primate brain, offering a continuous perspective to explore regional heterogeneity. The macaque insula, with its extensive connections with other cortical regions and involvement in diverse functions, exhibits gradient transitions at the microstructural level. However, the gradients of macroscopic structural connectivity (SC) and its relationship with gene expression in the macaque insula remain unclear. We hypothesized that SC gradients are closely associated with gene expression, driving insular parcellation. To test this, we analyzed high-resolution diffusion-weighted MR imaging alongside spatially aligned proteomic data. Our findings revealed a rostrocaudal organization of the dominant SC gradient in the macaque insula, leading to the identification of a four-subregion pattern within the insula based on the first two SC gradients. Proteomic profiles strongly correlated with the dominant SC gradient and the clustering of proteomic similarity aligned with the four-subregion pattern. Notably, the dominant SC gradient more effectively captured spatial protein expression variations than T1w/T2w and cortical thickness maps. Overall, this study demonstrated that the SC gradient analysis revealed a four-subregion pattern of parcellation aligned with the spatial distribution of proteomic profiles along the rostro-caudal axis.

在灵长类动物大脑中,微观结构、宏观连通性和基因表达尺度的梯度已经被确定,为探索区域异质性提供了一个持续的视角。猕猴脑岛与其他皮质区域有着广泛的联系,并参与多种功能,在微观结构水平上呈现梯度转变。然而,猕猴脑岛宏观结构连接(SC)的梯度及其与基因表达的关系尚不清楚。我们假设SC梯度与基因表达密切相关,驱动岛屿包裹。为了验证这一点,我们分析了高分辨率扩散加权MR成像以及空间对齐的蛋白质组学数据。我们的研究结果揭示了猕猴脑岛中占优势的SC梯度的东侧组织,从而基于前两个SC梯度确定了脑岛内的四个亚区域模式。蛋白质组学特征与显性SC梯度密切相关,蛋白质组学相似性聚类与四亚区模式一致。值得注意的是,优势SC梯度比T1w/T2w和皮质厚度图更有效地捕获了蛋白质的空间表达变化。总的来说,本研究表明,SC梯度分析揭示了四个亚区域的包裹模式,这与蛋白质组学图谱沿腰尾轴的空间分布一致。
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引用次数: 0
A computational model of radial scaffolds in the human fetal brain based on MRI. 基于MRI的人胎儿大脑放射状支架的计算模型。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf281
Fumitaka Homae, Ernst Schwartz, Daisuke Tsuzuki, Hirotaka Gima, Hama Watanabe, Daniela Prayer, Gregor Kasprian, Georg Langs, Gentaro Taga

The organization of the human cerebral cortex during fetal development is regulated by multiple processes, including neurogenesis and neuronal migration, which are essential for cortical expansion and folding patterns. According to the radial unit hypothesis, neurons originate in the germinal zone and migrate radially along the radial glial scaffolds to reach the cortical plate. However, the spatial distributions of these scaffolds and their roles in cortical folding remain unclear. Consequently, a computational model was developed to simulate virtual scaffolds extending from the cerebral ventricular surface to the white matter, incorporating region-specific neurogenic potential. The results demonstrate dense scaffold distribution in the perisylvian region, where complex cortical folding emerges, suggesting that differences in scaffold distribution contribute to region-specific cortical expansion. Notably, increased neuron influx along the scaffolds in the perisylvian region may contribute to early volumetric growth, potentially influencing Sylvian fissure formation. These findings align with previous reports that demonstrate distinct developmental patterns in this region. Being an accurate representation of radial migration pathways, this model provides a framework for integrating tangential migration of inhibitory neurons, refining scaffold distribution estimates, and quantifying early cortical development, offering insights into neurogenetic regional variations, scaffold architecture, and cortical folding in the human fetal brain.

在胎儿发育过程中,人类大脑皮层的组织受到多种过程的调节,包括神经发生和神经元迁移,这对皮层的扩张和折叠模式至关重要。根据放射状单元假说,神经元起源于生发区,沿放射状胶质支架径向迁移至皮层板。然而,这些支架的空间分布及其在皮层折叠中的作用尚不清楚。因此,开发了一个计算模型来模拟从脑室表面延伸到白质的虚拟支架,并结合区域特异性神经发生电位。结果显示密集的支架分布在外围区,复杂的皮层折叠在那里出现,表明支架分布的差异有助于区域特异性皮层扩张。值得注意的是,外围区沿支架增加的神经元流入可能有助于早期体积生长,潜在地影响Sylvian裂缝的形成。这些发现与先前的报告一致,证明了该地区独特的发育模式。作为径向迁移途径的准确表示,该模型为整合抑制性神经元的切向迁移、改进支架分布估计和量化早期皮质发育提供了一个框架,为人类胎儿大脑的神经遗传区域变异、支架结构和皮质折叠提供了见解。
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引用次数: 0
Functional topography of glutamatergic and GABAergic neurotransmissions along the rostrocaudal axis of the posterior insular cortex regulating cardiovascular/autonomic responses to stress in rats. 大鼠后岛皮质背侧轴上调节心血管/自主神经应激反应的谷氨酸能和氨基丁酸能神经传递的功能地形。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf304
Adrielly Santos, Lucas Gomes-de-Souza, Lilian L Reis-Silva, Cristiane Busnardo, Ricardo L Nunes-de-Souza, Carlos C Crestani

We investigated the role of glutamatergic and GABAergic neurotransmissions within the rostral-posterior insular cortex (rpIC) and caudal-posterior IC (cpIC) subregions of the posterior IC (pIC) in cardiovascular responses and local neuronal activation evoked by acute restraint stress in male rats. We identified that treatment of the rpIC with a cocktail containing the GABAA receptor antagonist SR95531 and the GABAB receptor antagonist CGP35348 enhanced restraint-evoked tachycardia, whereas the same pharmacological approach in the cpIC decreased this response. Treatment of the rpIC with the nonselective ionotropic glutamate receptors antagonist kynurenic acid decreased the drop in tail skin temperature, and GABA receptor antagonism caused an opposite effect. Restraint increased Fos-positive cells in rpIC and cpIC, and local treatment with the glutamate receptor antagonism decreased this effect in both subregions. These data suggest a site-specific control of stress-evoked tachycardia by GABAergic mechanisms in the pIC. Moreover, sympathetically-mediated cutaneous vasoconstriction is specifically controlled by rpIC through opposite role of glutamatergic (facilitatory) and GABAergic (inhibitory) neurotransmissions.

我们研究了雄性大鼠脑后岛皮质(rpIC)和后岛皮质(pIC)的尾后IC (cpIC)亚区中谷氨酸能和gaba能神经递质在急性约束应激引起的心血管反应和局部神经元激活中的作用。我们发现,用含有GABAA受体拮抗剂SR95531和GABAB受体拮抗剂CGP35348的鸡尾酒治疗rpIC增强了抑制性诱发的心动过速,而在cpIC中使用相同的药理学方法则降低了这种反应。非选择性的嗜离子性谷氨酸受体拮抗剂犬尿酸能降低尾皮温度,而GABA受体拮抗剂能起到相反的作用。抑制增加了rpIC和cpIC中的fos阳性细胞,而谷氨酸受体拮抗剂局部处理降低了这两个亚区中的这种作用。这些数据表明,pIC中的gaba能机制对应激诱发的心动过速具有位点特异性控制。此外,交感神经介导的皮肤血管收缩是通过谷氨酸能(促进性)和gaba能(抑制性)神经递质的相反作用特异性地由pic控制的。
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引用次数: 0
Decoding the representational dynamics of emotion concepts and categories during facial emotion perception. 解读面部情绪知觉过程中情绪概念和类别的表征动态。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf311
Yuanhao Guan, Shuang Hao, Shuaicheng Liu, Zhuolun Wu, John W Schwieter, Huanhuan Liu, Weiqi He

Perceiving specific emotions from others' faces is a crucial ability for flexible and adaptive interaction, but the role of emotion concepts and categories in this perception has been controversial. The present study aims to investigate the precise time course of emotion concepts and categories involved in facial emotion perception. We conducted a behavioral task of conceptual similarity rating for emotional words, and emotion categorization tasks for emotional words and faces while recording electroencephalographic signals. We also performed a representational similarity analysis to assess the degree of correspondence between the representations of emotion concepts and categories with emotional faces over time. The results showed that the behavioral representations of emotion categories and concepts were successively correlated with the neural representations of the late processing stage for emotional faces at ~ 600-800 ms and ~800-1,000 ms, respectively. Furthermore, the representation of visual features of emotional faces was correlated with the neural representation of the early processing stage for faces (120-160 ms). Together, these results suggest that there is a temporal hierarchy in facial emotion perception that proceeds from visual to emotionally categorial to conceptual feature processing, providing electrophysiological evidence in support of basic emotion theory.

从他人脸上感知特定情绪是灵活和适应性互动的关键能力,但情感概念和类别在这种感知中的作用一直存在争议。本研究旨在探讨面部情绪知觉中涉及的情绪概念和类别的精确时间过程。在记录脑电图信号的同时,对情绪词进行了概念相似度评定的行为任务,对情绪词和表情进行了情绪分类任务。我们还进行了表征相似性分析,以评估情绪概念和类别的表征与情绪面孔之间随时间的对应程度。结果表明,情绪类别和概念的行为表征分别在~ 600 ~800 ms和~800 ~ 1000 ms与情绪面孔加工后期的神经表征呈连续相关。此外,情绪面孔的视觉特征表征与面孔加工早期(120 ~ 160 ms)的神经表征相关。综上所述,这些结果表明,面部情绪知觉存在从视觉到情绪范畴再到概念特征处理的时间层次,为基本情绪理论提供了电生理学证据。
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引用次数: 0
An anthropoid/strepsirrhine divergence in ventral visual stream connectivity. 腹侧视觉流连通性的类人猿/链球菌分化。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf308
Jasper E Hunt, Shaun Warrington, Lea Roumazeilles, Saad Jbabdi, Zoltán Molnár, Stamatios N Sotiropoulos, Rogier B Mars

The ventral visual stream has undergone extensive reorganization within the primate lineage. While some work has examined restructuring of the ventral prefrontal cortical gray matter across primates, comparative studies of white matter connectivity are lacking primarily due to difficulties in data acquisition and processing. Here, we present a data-driven approach to the study of white matter connectivity using postmortem diffusion magnetic resonance imaging (MRI) data. With this approach, we reconstruct anterior temporal-frontal and occipitotemporal-frontal connections across 2 anthropoids and 1 strepsirrhine: the rhesus macaque, the black-capped squirrel monkey, and the ring-tailed lemur. We find that the anthropoids exhibit more dorsal prefrontal innervation of these ventral visual connections. This study supports the hypothesis that anthropoid primates underwent extensive reorganization of both gray and white matter during their emergence as visual foragers in a complex ecological niche. The data-driven techniques presented here enable further research on white matter connectivity in previously understudied species.

在灵长类谱系中,腹侧视觉流经历了广泛的重组。虽然一些工作已经研究了灵长类动物前额叶前部皮层灰质的腹侧重组,但由于数据采集和处理困难,缺乏对白质连接的比较研究。在这里,我们提出了一种数据驱动的方法来研究白质连接使用死后扩散磁共振成像(MRI)数据。通过这种方法,我们重建了2种类人猿和1种链猴:恒河猴、黑冠松鼠猴和环尾狐猴的前颞额和枕颞额连接。我们发现类人猿表现出更多的背侧前额叶神经支配这些腹侧视觉连接。该研究支持了一种假设,即类人猿灵长类动物在复杂生态位中作为视觉觅食者出现时,经历了灰质和白质的广泛重组。这里提出的数据驱动技术可以进一步研究以前未被充分研究的物种的白质连通性。
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引用次数: 0
ViT-CMN: a vision transformer framework based on fusion of low- and high-order dynamic central moment networks for autism spectrum disorder diagnosis. 基于低阶和高阶动态中心矩网络融合的自闭症谱系障碍诊断视觉转换框架。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf320
Dongkai Li, Hongyu Chen, Junze Wang, Jinshan Zhang, Feng Zhao, Lina Xu

Autism spectrum disorder (ASD) is a complex neurodevelopmental condition characterized by social communication deficits and repetitive behaviors. Current neuroimaging-based diagnostic methods often rely on functional connectivity features extracted from a single perspective, either low-order interactions or high-order co-fluctuations, limiting their capacity to capture the hierarchical and dynamic properties of brain networks. We propose ViT-CMN, a novel ASD diagnosis framework that integrates multilevel dynamic connectivity information from both low-order and high-order perspectives. First, dynamic functional connectivity networks are constructed using a sliding window approach to capture temporal variations. To enrich data diversity, a temporal reorganization-based augmentation strategy is introduced, which generates additional dynamic sequences by shifting their starting time points. For each sequence, seventh-order central moment features are extracted to enhance statistical stability over time. These multiview features are then structurally reorganized via a jigsaw-style fusion strategy into a unified 2D representation. This fused input is modeled using a Vision Transformer (ViT) to extract discriminative representations across spatial and hierarchical dimensions through self-attention mechanisms. Experiments on the autism brain imaging data exchange (ABIDE) dataset demonstrate that ViT-CMN outperforms existing baseline methods, achieving a top classification accuracy of 79.8%. The model also successfully identifies ASD-related brain regions that align with known neuropathological findings. ViT-CMN effectively addresses the limitation of single-view modeling in previous studies by structurally fusing heterogeneous dynamic features into a ViT-compatible form. The proposed approach provides a powerful and interpretable solution for ASD diagnosis, with strong potential for broader applications in neuroimaging-based disorder classification.

自闭症谱系障碍(ASD)是一种复杂的神经发育疾病,其特征是社会沟通障碍和重复行为。目前基于神经成像的诊断方法通常依赖于从单一角度提取的功能连接特征,要么是低阶相互作用,要么是高阶共同波动,这限制了它们捕捉大脑网络的层次和动态特性的能力。我们提出了一种新的ASD诊断框架viti - cmn,它集成了来自低阶和高阶视角的多层次动态连接信息。首先,使用滑动窗口方法构建动态功能连接网络以捕获时间变化。为了丰富数据的多样性,引入了一种基于时间重组的增强策略,该策略通过改变起始时间点来生成额外的动态序列。对于每个序列,提取七阶中心矩特征以增强随时间的统计稳定性。然后,这些多视图特征通过拼图风格的融合策略在结构上重组为统一的2D表示。该融合输入使用视觉转换器(ViT)建模,通过自注意机制提取跨空间和层次维度的判别表示。在自闭症脑成像数据交换(ABIDE)数据集上的实验表明,vitc - cmn优于现有的基线方法,最高分类准确率达到79.8%。该模型还成功地识别出与已知神经病理结果一致的与自闭症相关的大脑区域。viti - cmn通过结构上将异构动态特征融合到viti兼容的形式中,有效地解决了以往研究中单一视图建模的局限性。该方法为ASD诊断提供了一种强大且可解释的解决方案,在基于神经影像学的疾病分类中具有更广泛的应用潜力。
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引用次数: 0
Goal-directed modulation of neural activity during working memory maintenance. 工作记忆维持过程中神经活动的目标定向调节。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf299
Xuqian Li, Michael J O'Sullivan, Jason B Mattingley, Dragan Rangelov

Visual working memory is crucial for goal-directed thoughts and behaviors. However, it is not clear how goals modulate working memory maintenance, as previous models often considered stimulus encoding to be the endpoint of goal-directed control. To address this gap, eighty adults performed delayed estimation tasks while their brain activity was recorded using electroencephalography. In each trial, participants memorized three visual gratings varying in orientation and location and were instructed which attribute to recall. Based on recall success, trials were classified as successful or unsuccessful. We examined the effects of task instructions and their behavioral relevance using event-related potentials and multivariate pattern analysis during encoding and maintenance. The orientation task elicited larger contralateral delay activity than the location task. Moreover, the two tasks were decodable from brain patterns during the maintenance phase, and these patterns did not generalize to the encoding phase, suggesting that goal-directed modulation during maintenance was not merely a consequence of selective encoding. We further found that goal-directed modulation involves two functionally distinct processes that unfold dynamically over time, with the latter beginning even before stimulus offset and continuing throughout the entire maintenance phase. Finally, task decoding accuracy was consistently higher for successful than unsuccessful trials during maintenance.

视觉工作记忆对于目标导向的思想和行为至关重要。然而,目标如何调节工作记忆维持尚不清楚,因为以前的模型通常认为刺激编码是目标导向控制的终点。为了解决这一差距,80名成年人执行了延迟估计任务,同时用脑电图记录了他们的大脑活动。在每个试验中,参与者记住三个方向和位置不同的视觉光栅,并被指示回忆哪个属性。根据召回成功率,试验被分为成功或不成功。我们利用事件相关电位和多变量模式分析来研究任务指令在编码和维持过程中的作用及其行为相关性。定向任务比定位任务引起更大的对侧延迟活动。此外,这两个任务可以从维持阶段的大脑模式中解码出来,而这些模式并没有推广到编码阶段,这表明维持阶段的目标定向调制不仅仅是选择性编码的结果。我们进一步发现,目标定向调制涉及两个功能不同的过程,这些过程随时间动态展开,后者甚至在刺激抵消之前开始,并持续整个维持阶段。最后,在维护期间,成功的任务解码准确率始终高于不成功的任务解码准确率。
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引用次数: 0
Building on models-a perspective for computational neuroscience. 基于模型的构建——计算神经科学的一个视角。
IF 2.9 2区 医学 Q2 NEUROSCIENCES Pub Date : 2025-11-01 DOI: 10.1093/cercor/bhaf295
Hans Ekkehard Plesser, Andrew P Davison, Markus Diesmann, Tomoki Fukai, Tobias Gemmeke, Padraig Gleeson, James C Knight, Thomas Nowotny, Alexandre René, Oliver Rhodes, Antonio C Roque, Johanna Senk, Tilo Schwalger, Tim Stadtmann, Gianmarco Tiddia, Sacha J van Albada

Neural circuit models are essential for integrating observations of the nervous system into a consistent whole. Public sharing of well-documented codes for such models facilitates further development. Nevertheless, scientific practice in computational neuroscience suffers from replication problems and little re-use of circuit models. One exception is a data-driven model of early sensory cortex by Potjans and Diesmann that has advanced computational neuroscience as a building block for more complex models. As a widely accepted benchmark for correctness and performance, the model has driven the development of CPU-based, GPU-based, and neuromorphic simulators. On the 10th anniversary of the publication of this model, experts convened at the Käte Hamburger Kolleg Cultures of Research at RWTH Aachen University to reflect on the reasons for the model's success, its effect on computational neuroscience and technology development, and the perspectives this offers for the future of computational neuroscience. This report summarizes the observations by the workshop participants.

神经回路模型对于将神经系统的观察结果整合成一个一致的整体是必不可少的。公开共享这些模型的良好文档代码有助于进一步的开发。然而,计算神经科学的科学实践受到复制问题和很少重用电路模型的困扰。一个例外是由Potjans和Diesmann建立的早期感觉皮层的数据驱动模型,该模型将先进的计算神经科学作为更复杂模型的基石。作为一个被广泛接受的正确性和性能基准,该模型推动了基于cpu、基于gpu和神经形态模拟器的发展。在该模型发表十周年之际,专家们聚集在亚琛工业大学Käte汉堡Kolleg文化研究中心,反思该模型成功的原因、它对计算神经科学和技术发展的影响,以及它为计算神经科学的未来提供的前景。本报告总结了讲习班参与者的观察结果。
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引用次数: 0
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