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Evidence for an Optimal Algorithm Underlying Signal Combination in Human Visual Cortex 人类视觉皮层信号组合的最优算法证据
Pub Date : 2016-12-27 DOI: 10.1093/cercor/bhw395
D. Baker, Alex R. Wade
Abstract How does the cortex combine information from multiple sources? We tested several computational models against data from steady‐state electroencephalography (EEG) experiments in humans, using periodic visual stimuli combined across either retinal location or eye‐of‐presentation. A model in which signals are raised to an exponent before being summed in both the numerator and the denominator of a gain control nonlinearity gave the best account of the data. This model also predicted the pattern of responses in a range of additional conditions accurately and with no free parameters, as well as predicting responses at harmonic and intermodulation frequencies between 1 and 30 Hz. We speculate that this model implements the optimal algorithm for combining multiple noisy inputs, in which responses are proportional to the weighted sum of both inputs. This suggests a novel purpose for cortical gain control: implementing optimal signal combination via mutual inhibition, perhaps explaining its ubiquity as a neural computation.
大脑皮层是如何结合多个来源的信息的?我们使用周期性视觉刺激结合视网膜位置或呈现眼,针对人类稳态脑电图(EEG)实验数据测试了几种计算模型。在增益控制非线性的分子和分母相加之前,信号被提升到一个指数的模型给出了数据的最佳解释。该模型还准确地预测了在一系列附加条件下的响应模式,并且没有自由参数,以及在1和30 Hz之间的谐波和互调频率下的响应。我们推测该模型实现了组合多个噪声输入的最优算法,其中响应与两个输入的加权和成正比。这暗示了皮质增益控制的一个新目的:通过相互抑制实现最佳信号组合,或许可以解释其作为神经计算的普遍性。
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引用次数: 22
The Influence of Alertness on the Spatial Deployment of Visual Attention is Mediated by the Excitability of the Posterior Parietal Cortices 警觉性对视觉注意空间分布的影响是由后顶叶皮层的兴奋性介导的
Pub Date : 2016-12-23 DOI: 10.1093/cercor/bhw390
R. Paladini, R. Müri, Jurka R. Meichtry, T. Nef, F. Mast, U. Mosimann, T. Nyffeler, D. Cazzoli
Abstract With a reduced level of alertness, healthy individuals typically show a rightward shift when deploying visual attention in space. The impact of alertness on the neural networks governing visuospatial attention is, however, poorly understood. By using a transcranial magnetic stimulation twin‐coil approach, the present study aimed at investigating the effects of an alertness manipulation on the excitability of the left and the right posterior parietal cortices (PPCs), crucial nodes of the visuospatial attentional network. Participants’ visuospatial attentional deployment was assessed with a free visual exploration task and concurrent eye tracking. Their alertness level was manipulated through the time of the day, that is, by testing chronotypically defined evening types both during their circadian on‐ and off‐peak times. The results revealed an increased excitability of the left compared with the right PPC during low alertness. On the horizontal dimension, these results were accompanied by a significant rightward shift in the center and a bilateral narrowing in the periphery of the visual exploration field, as well as a central upward shift on the vertical dimension. The findings show that the manipulation of non‐spatial attentional aspects (i.e., alertness) can affect visuospatial attentional deployment and modulate the excitability of areas subtending spatial attentional control.
随着警觉性水平的降低,健康人在空间中部署视觉注意力时通常会向右转移。然而,警觉性对控制视觉空间注意力的神经网络的影响却知之甚少。本研究采用经颅磁刺激双线圈方法,旨在研究警觉性操作对左、右后顶叶皮层(PPCs)兴奋性的影响,PPCs是视觉空间注意网络的关键节点。通过自由视觉探索任务和同步眼动追踪来评估参与者的视觉空间注意力部署。他们的警觉性水平通过一天中的时间来控制,也就是说,通过在他们的昼夜节律高峰和非高峰时间测试时间典型定义的晚上类型。结果显示,在警觉性较低时,左PPC的兴奋性比右PPC高。在水平维度上,这些结果伴随着中心的显著右移和视觉探索场外围的双边狭窄,以及垂直维度上的中心向上移动。研究结果表明,对非空间注意方面(即警觉性)的操纵可以影响视觉空间注意的部署,并调节与空间注意控制相关的区域的兴奋性。
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引用次数: 12
Parsing the Role of the Hippocampus in Approach–Avoidance Conflict 海马体在趋近-回避冲突中的作用分析
Pub Date : 2016-12-18 DOI: 10.1093/cercor/bhw378
Eleanor Loh, Z. Kurth-Nelson, D. Berron, P. Dayan, E. Duzel, R. Dolan, M. Guitart-Masip
Abstract The hippocampus plays a central role in the approach‐avoidance conflict that is central to the genesis of anxiety. However, its exact functional contribution has yet to be identified. We designed a novel gambling task that generated approach‐avoidance conflict while controlling for spatial processing. We fit subjects’ behavior using a model that quantified the subjective values of choice options, and recorded neural signals using functional magnetic resonance imaging (fMRI). Distinct functional signals were observed in anterior hippocampus, with inferior hippocampus selectively recruited when subjects rejected a gamble, to a degree that covaried with individual differences in anxiety. The superior anterior hippocampus, in contrast, uniquely demonstrated value signals that were potentiated in the context of approach‐avoidance conflict. These results implicate the anterior hippocampus in behavioral avoidance and choice monitoring, in a manner relevant to understanding its role in anxiety. Our findings highlight interactions between subregions of the hippocampus as an important focus for future study.
海马体在接近-回避冲突中起着核心作用,这是焦虑产生的核心。然而,其确切的功能贡献尚未确定。我们设计了一个新的赌博任务,在控制空间处理的同时产生避近冲突。我们使用量化选择选项主观价值的模型拟合受试者的行为,并使用功能磁共振成像(fMRI)记录神经信号。在前海马体中观察到明显的功能信号,当受试者拒绝赌博时,下海马体选择性地被招募,其程度与焦虑的个体差异共变。相比之下,上前海马体独特地展示了在接近-回避冲突背景下增强的价值信号。这些结果暗示前海马体在行为回避和选择监控中,以一种与理解其在焦虑中的作用相关的方式。我们的发现强调了海马体亚区之间的相互作用是未来研究的重要焦点。
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引用次数: 34
An Examination of the Neural Unreliability Thesis of Autism 自闭症神经不可靠性理论的检验
Pub Date : 2016-12-06 DOI: 10.1093/cercor/bhw375
J. Butler, S. Molholm, G. Andrade, John J. Foxe
Abstract An emerging neuropathological theory of Autism, referred to here as “the neural unreliability thesis,” proposes greater variability in moment‐to‐moment cortical representation of environmental events, such that the system shows general instability in its impulse response function. Leading evidence for this thesis derives from functional neuroimaging, a methodology ill‐suited for detailed assessment of sensory transmission dynamics occurring at the millisecond scale. Electrophysiological assessments of this thesis, however, are sparse and unconvincing. We conducted detailed examination of visual and somatosensory evoked activity using high‐density electrical mapping in individuals with autism (N = 20) and precisely matched neurotypical controls (N = 20), recording large numbers of trials that allowed for exhaustive time‐frequency analyses at the single‐trial level. Measures of intertrial coherence and event‐related spectral perturbation revealed no convincing evidence for an unreliability account of sensory responsivity in autism. Indeed, results point to robust, highly reproducible response functions marked for their exceedingly close correspondence to those in neurotypical controls
一种新兴的自闭症神经病理学理论,在这里被称为“神经不可靠性理论”,提出大脑皮层对环境事件的瞬间表征具有更大的可变性,因此系统在其脉冲响应功能中表现出普遍的不稳定性。本论文的主要证据来自功能神经成像,这是一种不适合在毫秒尺度上详细评估感觉传递动力学的方法。然而,这篇论文的电生理评估是稀疏和不令人信服的。我们在自闭症患者(N = 20)和精确匹配的神经正常对照(N = 20)中使用高密度电图对视觉和体感诱发活动进行了详细的检查,记录了大量的试验,允许在单试验水平上进行详尽的时间-频率分析。试验间一致性和事件相关谱扰动的测量显示,没有令人信服的证据表明自闭症感觉反应性的不可靠性。事实上,研究结果指向了稳健的、高度可重复的反应功能,这标志着它们与神经正常对照组的反应非常接近
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引用次数: 41
Cortical Circuit for Binding Object Identity and Location During Multiple-Object Tracking 多目标跟踪中绑定目标识别和定位的皮质回路
Pub Date : 2016-12-02 DOI: 10.1093/cercor/bhw380
L. Nummenmaa, Lauri Oksama, E. Glerean, J. Hyönä
Abstract Sustained multifocal attention for moving targets requires binding object identities with their locations. The brain mechanisms of identity‐location binding during attentive tracking have remained unresolved. In 2 functional magnetic resonance imaging experiments, we measured participants’ hemodynamic activity during attentive tracking of multiple objects with equivalent (multiple‐object tracking) versus distinct (multiple identity tracking, MIT) identities. Task load was manipulated parametrically. Both tasks activated large frontoparietal circuits. MIT led to significantly increased activity in frontoparietal and temporal systems subserving object recognition and working memory. These effects were replicated when eye movements were prohibited. MIT was associated with significantly increased functional connectivity between lateral temporal and frontal and parietal regions. We propose that coordinated activity of this network subserves identity‐location binding during attentive tracking.
运动目标的持续多焦点关注需要将目标身份与其位置相结合。在注意跟踪过程中,身份-位置绑定的大脑机制仍未得到解决。在2个功能性磁共振成像实验中,我们测量了参与者在注意跟踪多个物体时的血流动力学活动,这些物体具有等效(多物体跟踪)和不同(多重身份跟踪,MIT)身份。任务负荷被参数化处理。这两项任务都激活了大量的额顶叶回路。MIT显著增加了负责物体识别和工作记忆的额顶叶和颞叶系统的活动。当眼睛运动被禁止时,这些效果也被复制了。麻省理工学院与颞外侧、额叶和顶叶区域之间的功能连接显著增加有关。我们提出,该网络的协调活动有助于在密切跟踪期间实现身份-位置绑定。
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引用次数: 23
Extending the Cortical Grasping Network: Pre-supplementary Motor Neuron Activity During Vision and Grasping of Objects 扩展皮层抓取网络:视觉和抓取过程中的前补充运动神经元活动
Pub Date : 2016-12-01 DOI: 10.1093/cercor/bhw315
M. Lanzilotto, Alessandro Livi, M. Maranesi, M. Gerbella, F. Barz, P. Ruther, L. Fogassi, G. Rizzolatti, L. Bonini
Grasping relies on a network of parieto-frontal areas lying on the dorsolateral and dorsomedial parts of the hemispheres. However, the initiation and sequencing of voluntary actions also requires the contribution of mesial premotor regions, particularly the pre-supplementary motor area F6. We recorded 233 F6 neurons from 2 monkeys with chronic linear multishank neural probes during reaching–grasping visuomotor tasks. We showed that F6 neurons play a role in the control of forelimb movements and some of them (26%) exhibit visual and/or motor specificity for the target object. Interestingly, area F6 neurons form 2 functionally distinct populations, showing either visually-triggered or movement-related bursts of activity, in contrast to the sustained visual-to-motor activity displayed by ventral premotor area F5 neurons recorded in the same animals and with the same task during previous studies. These findings suggest that F6 plays a role in object grasping and extend existing models of the cortical grasping network.
抓握依赖于位于大脑半球背外侧和背内侧的顶叶-额叶区域网络。然而,自发动作的启动和排序也需要内侧运动前区,特别是辅助运动前区F6的参与。我们用慢性线性多柄神经探针记录了2只猴子在伸手-抓握视觉运动任务中的233个F6神经元。我们发现F6神经元在前肢运动的控制中发挥作用,其中一些(26%)对目标物体表现出视觉和/或运动特异性。有趣的是,F6区神经元形成了两个功能不同的群体,表现出视觉触发或运动相关的活动爆发,与之前在相同动物和相同任务中记录的腹侧运动前区F5神经元所显示的持续的视觉到运动活动形成对比。这些发现表明F6在物体抓取中发挥作用,并扩展了现有的皮质抓取网络模型。
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引用次数: 34
The Organization of Mouse and Human Cortico-Hippocampal Networks Estimated by Intrinsic Functional Connectivity 通过内在功能连通性估计小鼠和人类皮质-海马体网络的组织
Pub Date : 2016-12-01 DOI: 10.1093/cercor/bhw327
Eyal Bergmann, Gil Zur, Guy Bershadsky, I. Kahn
While the hippocampal memory system has been relatively conserved across mammals, the cerebral cortex has undergone massive expansion. A central question in brain evolution is how cortical development affected the nature of cortical inputs to the hippocampus. To address this question, we compared cortico-hippocampal connectivity using intrinsic functional connectivity MRI (fcMRI) in awake mice and humans. We found that fcMRI recapitulates anatomical connectivity, demonstrating sensory mapping within the mouse parahippocampal region. Moreover, we identified a similar topographical modality-specific organization along the longitudinal axis of the mouse hippocampus, indicating that sensory information arriving at the hippocampus is only partly integrated. Finally, comparing cortico-hippocampal connectivity across species, we discovered preferential hippocampal connectivity of sensory cortical networks in mice compared with preferential connectivity of association cortical networks in humans. Supporting this observation in humans but not in mice, sensory and association cortical networks are connected to spatially distinct subregions within the parahippocampal region. Collectively, these findings indicate that sensory cortical networks are coupled to the mouse but not the human hippocampal memory system, suggesting that the emergence of expanded and new association areas in humans resulted in the rerouting of cortical information flow and dissociation of primary sensory cortices from the hippocampus.
尽管哺乳动物的海马体记忆系统相对保守,但大脑皮层却经历了大规模的扩张。大脑进化的一个核心问题是皮层发育如何影响皮层向海马体输入的性质。为了解决这个问题,我们使用内在功能连接MRI (fcMRI)比较了清醒小鼠和人类的皮质-海马连通性。我们发现,fcMRI再现了解剖连接,展示了小鼠海马旁区的感觉映射。此外,我们在小鼠海马的纵轴上发现了一个类似的地形模式特异性组织,表明到达海马的感觉信息只是部分整合。最后,通过比较不同物种的皮质-海马连通性,我们发现小鼠海马感觉皮质网络的优先连通性与人类联想皮质网络的优先连通性相比较。在人类而不是小鼠中支持这一观察,感觉和关联皮层网络连接到海马体旁区的空间不同的亚区。总的来说,这些发现表明,感觉皮质网络与小鼠而非人类海马记忆系统耦合,这表明人类扩展和新的关联区域的出现导致了皮层信息流的改变和初级感觉皮质与海马的分离。
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引用次数: 65
The Development of Nociceptive Network Activity in the Somatosensory Cortex of Freely Moving Rat Pups 自由运动大鼠幼崽体感觉皮层伤害网络活动的发展
Pub Date : 2016-12-01 DOI: 10.1093/cercor/bhw330
P. Chang, L. Fabrizi, S. Olhede, M. Fitzgerald
Cortical perception of noxious stimulation is an essential component of pain experience but it is not known how cortical nociceptive activity emerges during brain development. Here we use continuous telemetric electrocorticogram (ECoG) recording from the primary somatosensory cortex (S1) of awake active rat pups to map functional nociceptive processing in the developing brain over the first 4 weeks of life. Cross-sectional and longitudinal recordings show that baseline S1 ECoG energy increases steadily with age, with a distinctive beta component replaced by a distinctive theta component in week 3. Event-related potentials were evoked by brief noxious hindpaw skin stimulation at all ages tested, confirming the presence of functional nociceptive spinothalamic inputs in S1. However, hindpaw incision, which increases pain sensitivity at all ages, did not increase S1 ECoG energy until week 3. A significant increase in gamma (20–50 Hz) energy occurred in the presence of skin incision at week 3 accompanied by a longer-lasting increase in theta (4–8 Hz) energy at week 4. Continuous ECoG recording demonstrates specific postnatal functional stages in the maturation of S1 cortical nociception. Somatosensory cortical coding of an ongoing pain “state” in awake rat pups becomes apparent between 2 and 4 weeks of age.
大脑皮层对有害刺激的感知是疼痛体验的重要组成部分,但在大脑发育过程中,大脑皮层伤害性活动是如何产生的尚不清楚。在这里,我们使用醒着的活跃大鼠幼鼠初级体感皮层(S1)的连续遥测皮质电图(ECoG)记录来绘制生命最初4周内发育中的大脑的功能性伤害感受加工。横断面和纵向记录显示,基线S1 ECoG能量随着年龄的增长而稳步增加,在第3周,显著的β分量被显著的θ分量所取代。在所有年龄的测试中,短暂的有害后爪皮肤刺激都能诱发事件相关电位,证实S1区存在功能性伤害性脊髓丘脑输入。然而,后爪切口增加了所有年龄段的疼痛敏感性,直到第3周才增加S1 ECoG能量。在第3周出现皮肤切口时,伽马(20-50 Hz)能量显著增加,同时在第4周出现更持久的θ (4 - 8 Hz)能量增加。连续的ECoG记录显示了S1皮质痛觉成熟过程中特定的产后功能阶段。在2到4周龄的清醒大鼠幼仔中,持续疼痛“状态”的体感觉皮层编码变得明显。
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引用次数: 24
An Electrophysiological Index of Perceptual Goodness 感知良善的电生理指标
Pub Date : 2016-12-01 DOI: 10.1093/cercor/bhw255
A. Makin, Damien Wright, Giulia Rampone, L. Palumbo, M. Guest, Rhiannon Sheehan, Helen Cleaver, Marco Bertamini
A traditional line of work starting with the Gestalt school has shown that patterns vary in strength and salience; a difference in “Perceptual goodness.” The Holographic weight of evidence model quantifies goodness of visual regularities. The key formula states that W = E/N, where E is number of holographic identities in a pattern and N is number of elements. We tested whether W predicts the amplitude of the neural response to regularity in an extrastriate symmetry-sensitive network. We recorded an Event Related Potential (ERP) generated by symmetry called the Sustained Posterior Negativity (SPN). First, we reanalyzed the published work and found that W explained most variance in SPN amplitude. Then in four new studies, we confirmed specific predictions of the holographic model regarding 1) the differential effects of numerosity on reflection and repetition, 2) the similarity between reflection and Glass patterns, 3) multiple symmetries, and 4) symmetry and anti-symmetry. In all cases, the holographic approach predicted SPN amplitude remarkably well; particularly in an early window around 300–400 ms post stimulus onset. Although the holographic model was not conceived as a model of neural processing, it captures many details of the brain response to symmetry.
从格式塔学派开始的传统工作表明,模式的强度和显著性各不相同;“感性善良”的区别。全息证据权模型量化了视觉规律的良好性。关键公式是W = E/N,其中E是图案中全息身份的数量,N是元素的数量。我们测试了W是否能预测脑外对称敏感网络对规则性的神经反应幅度。我们记录了由对称性产生的事件相关电位(ERP),称为持续后验负性(SPN)。首先,我们重新分析了已发表的工作,发现W解释了SPN振幅的大部分方差。然后,在四项新的研究中,我们证实了全息模型的具体预测:1)数值对反射和重复的不同影响,2)反射和玻璃图案之间的相似性,3)多重对称性,以及4)对称和反对称。在所有情况下,全息方法都能很好地预测SPN振幅;特别是在刺激开始后300-400毫秒的早期窗口。虽然全息模型没有被设想为神经处理的模型,但它捕捉到了大脑对对称反应的许多细节。
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引用次数: 52
Synaptic Phospholipid Signaling Modulates Axon Outgrowth via Glutamate-dependent Ca2+-mediated Molecular Pathways 突触磷脂信号通过谷氨酸依赖的Ca2+介导的分子途径调节轴突的生长
Pub Date : 2016-12-01 DOI: 10.1093/cercor/bhw370
J. Vogt, S. Kirischuk, P. Unichenko, Leslie Schlüter, Assunta Pelosi, Heiko Endle, Jenq-Wei Yang, Nikolai Schmarowski, Jin Cheng, Carine Thalman, U. Strauss, A. Prokudin, Suman B. Bharati, J. Aoki, J. Chun, B. Lutz, H. Luhmann, R. Nitsch
Abstract Altered synaptic bioactive lipid signaling has been recently shown to augment neuronal excitation in the hippocampus of adult animals by activation of presynaptic LPA2‐receptors leading to increased presynaptic glutamate release. Here, we show that this results in higher postsynaptic Ca2+ levels and in premature onset of spontaneous neuronal activity in the developing entorhinal cortex. Interestingly, increased synchronized neuronal activity led to reduced axon growth velocity of entorhinal neurons which project via the perforant path to the hippocampus. This was due to Ca2+‐dependent molecular signaling to the axon affecting stabilization of the actin cytoskeleton. The spontaneous activity affected the entire entorhinal cortical network and thus led to reduced overall axon fiber numbers in the mature perforant path that is known to be important for specific memory functions. Our data show that precise regulation of early cortical activity by bioactive lipids is of critical importance for proper circuit formation.
最近研究表明,突触生物活性脂质信号的改变可以通过激活突触前LPA2受体导致突触前谷氨酸释放增加,从而增强成年动物海马中的神经元兴奋。在这里,我们表明这导致更高的突触后Ca2+水平和在发育中的内嗅皮层自发神经元活动的过早发作。有趣的是,同步神经元活动的增加导致内嗅神经元轴突生长速度的降低,这些神经元通过穿孔路径投射到海马体。这是由于Ca2+依赖分子信号轴突影响肌动蛋白细胞骨架的稳定性。自发性活动影响了整个内嗅皮层网络,从而导致成熟穿透通路中轴突纤维数量的减少,这对于特定的记忆功能是重要的。我们的数据表明,生物活性脂质对早期皮层活动的精确调节对正确的神经回路形成至关重要。
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引用次数: 11
期刊
Cerebral Cortex (New York, NY)
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