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Predominance of Movement Speed Over Direction in Neuronal Population Signals of Motor Cortex: Intracranial EEG Data and A Simple Explanatory Model 运动皮层神经元群信号中运动速度优于运动方向:颅内脑电图数据和一个简单的解释模型
Pub Date : 2016-03-16 DOI: 10.1093/cercor/bhw033
J. Hammer, T. Pistohl, J. Fischer, P. Krsek, M. Tomášek, P. Marusic, A. Schulze-Bonhage, A. Aertsen, T. Ball
How neuronal activity of motor cortex is related to movement is a central topic in motor neuroscience. Motor-cortical single neurons are more closely related to hand movement velocity than speed, that is, the magnitude of the (directional) velocity vector. Recently, there is also increasing interest in the representation of movement parameters in neuronal population activity, such as reflected in the intracranial EEG (iEEG). We show that in iEEG, contrasting to what has been previously found on the single neuron level, speed predominates over velocity. The predominant speed representation was present in nearly all iEEG signal features, up to the 600–1000 Hz range. Using a model of motor-cortical signals arising from neuronal populations with realistic single neuron tuning properties, we show how this reversal can be understood as a consequence of increasing population size. Our findings demonstrate that the information profile in large population signals may systematically differ from the single neuron level, a principle that may be helpful in the interpretation of neuronal population signals in general, including, for example, EEG and functional magnetic resonance imaging. Taking advantage of the robust speed population signal may help in developing brain–machine interfaces exploiting population signals.
运动皮层的神经元活动与运动的关系是运动神经科学研究的中心课题。运动皮层单个神经元与手部运动速度的关系比与速度的关系更密切,即(方向)速度矢量的大小。最近,人们对神经元群活动中运动参数的表征也越来越感兴趣,例如在颅内脑电图(iEEG)中反映出来的运动参数。我们发现,与之前在单个神经元水平上发现的结果相比,在脑电图中,速度比速度更重要。在600 - 1000hz范围内,几乎所有的脑电图信号特征中都存在主要的速度表示。利用具有现实的单个神经元调谐特性的神经元群体产生的运动-皮层信号模型,我们展示了这种逆转如何被理解为群体规模增加的结果。我们的研究结果表明,大群体信号中的信息剖面可能与单个神经元水平有系统的不同,这一原则可能有助于解释一般的神经元群体信号,例如脑电图和功能磁共振成像。利用鲁棒速度种群信号可能有助于开发利用种群信号的脑机接口。
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引用次数: 43
Shaping Early Reorganization of Neural Networks Promotes Motor Function after Stroke 塑造早期神经网络重组促进脑卒中后运动功能
Pub Date : 2016-03-14 DOI: 10.1093/cercor/bhw034
L. Volz, A. Rehme, J. Michely, C. Nettekoven, S. Eickhoff, Gereon R. Fink, C. Grefkes
Neural plasticity is a major factor driving cortical reorganization after stroke. We here tested whether repetitively enhancing motor cortex plasticity by means of intermittent theta-burst stimulation (iTBS) prior to physiotherapy might promote recovery of function early after stroke. Functional magnetic resonance imaging (fMRI) was used to elucidate underlying neural mechanisms. Twenty-six hospitalized, first-ever stroke patients (time since stroke: 1–16 days) with hand motor deficits were enrolled in a sham-controlled design and pseudo-randomized into 2 groups. iTBS was administered prior to physiotherapy on 5 consecutive days either over ipsilesional primary motor cortex (M1-stimulation group) or parieto-occipital vertex (control-stimulation group). Hand motor function, cortical excitability, and resting-state fMRI were assessed 1 day prior to the first stimulation and 1 day after the last stimulation. Recovery of grip strength was significantly stronger in the M1-stimulation compared to the control-stimulation group. Higher levels of motor network connectivity were associated with better motor outcome. Consistently, control-stimulated patients featured a decrease in intra- and interhemispheric connectivity of the motor network, which was absent in the M1-stimulation group. Hence, adding iTBS to prime physiotherapy in recovering stroke patients seems to interfere with motor network degradation, possibly reflecting alleviation of post-stroke diaschisis.
神经可塑性是脑卒中后皮层重组的主要驱动因素。我们在此测试了在物理治疗前通过间歇性脑波爆发刺激(iTBS)反复增强运动皮质可塑性是否可以促进中风后早期功能的恢复。功能磁共振成像(fMRI)用于阐明潜在的神经机制。26例首次住院的卒中患者(卒中后时间:1-16天)采用假对照设计,随机分为两组。在物理治疗之前,连续5天在同侧初级运动皮质(m1刺激组)或顶枕顶点(对照刺激组)上施用iTBS。在第一次刺激前1天和最后一次刺激后1天评估手部运动功能、皮质兴奋性和静息状态fMRI。与对照组相比,m1刺激组的握力恢复明显更强。高水平的运动网络连通性与更好的运动结果相关。与此一致的是,对照组刺激的患者表现出运动网络的半球内和半球间连通性下降,而m1刺激组则没有这种情况。因此,在恢复期脑卒中患者的主要物理治疗中加入iTBS似乎会干扰运动网络的退化,这可能反映了脑卒中后脑缺血的缓解。
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引用次数: 99
A Model of Representational Spaces in Human Cortex 人类皮层表征空间模型
Pub Date : 2016-03-14 DOI: 10.1093/cercor/bhw068
J. S. Guntupalli, Michael Hanke, Y. Halchenko, Andrew C. Connolly, P. Ramadge, J. Haxby
Current models of the functional architecture of human cortex emphasize areas that capture coarse-scale features of cortical topography but provide no account for population responses that encode information in fine-scale patterns of activity. Here, we present a linear model of shared representational spaces in human cortex that captures fine-scale distinctions among population responses with response-tuning basis functions that are common across brains and models cortical patterns of neural responses with individual-specific topographic basis functions. We derive a common model space for the whole cortex using a new algorithm, searchlight hyperalignment, and complex, dynamic stimuli that provide a broad sampling of visual, auditory, and social percepts. The model aligns representations across brains in occipital, temporal, parietal, and prefrontal cortices, as shown by between-subject multivariate pattern classification and intersubject correlation of representational geometry, indicating that structural principles for shared neural representations apply across widely divergent domains of information. The model provides a rigorous account for individual variability of well-known coarse-scale topographies, such as retinotopy and category selectivity, and goes further to account for fine-scale patterns that are multiplexed with coarse-scale topographies and carry finer distinctions.
目前人类皮层的功能结构模型强调捕捉皮层地形的粗尺度特征的区域,但没有考虑到以精细尺度的活动模式编码信息的群体反应。在这里,我们提出了一个人类皮层中共享表征空间的线性模型,该模型利用大脑中常见的响应调谐基函数捕捉了群体反应之间的细微差异,并利用个体特定的地形基函数模拟了神经反应的皮层模式。我们使用一种新的算法、探照灯超对准和复杂的动态刺激,为整个皮层提供了一个共同的模型空间,这些刺激提供了视觉、听觉和社会感知的广泛样本。该模型对大脑枕叶、颞叶、顶叶和前额叶皮层的表征进行了比对,如主体间多元模式分类和表征几何的主体间相关性所示,表明共享神经表征的结构原则适用于广泛不同的信息领域。该模型为众所周知的大尺度地形的个体可变性提供了严格的解释,例如视网膜病变和类别选择性,并进一步解释了与大尺度地形多路复用并具有更细微差异的小尺度模式。
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引用次数: 166
Tuning Eye-Gaze Perception by Transitory STS Inhibition 短暂性STS抑制调节眼睛凝视知觉
Pub Date : 2016-03-05 DOI: 10.1093/cercor/bhw045
A. Saitovitch, Traian Popa, H. Lemaître, E. Rechtman, J. Lamy, D. Grevent, R. Calmon, S. Meunier, F. Brunelle, Y. Samson, N. Boddaert, M. Zilbovicius
Processing eye-gaze information is a key step to human social interaction. Neuroimaging studies have shown that superior temporal sulcus (STS) is highly implicated in eye-gaze perception. In autism, a lack of preference for the eyes, as well as anatomo-functional abnormalities within the STS, has been described. To date, there are no experimental data in humans showing whether it is possible to interfere with eye-gaze processing by modulating STS neural activity. Here, we measured eye-gaze perception before and after inhibitory transcranial magnetic stimulation (TMS) applied over the posterior STS (pSTS) in young healthy volunteers. Eye-gaze processing, namely overt orienting toward the eyes, was measured using eye tracking during passive visualization of social movies. Inhibition of the right pSTS led participants to look less to the eyes of characters during visualization of social movies. Such effect was specific for the eyes and was not observed after inhibition of the left pSTS nor after placebo TMS. These results indicate for the first time that interfering with the right pSTS neural activity transitorily disrupts the behavior of orienting toward the eyes and thus indirectly gaze perception, a fundamental process for human social cognition. These results could open up new perspectives in therapeutic interventions in autism.
人眼注视信息的处理是人类社会互动的关键步骤。神经影像学研究表明,颞上沟(STS)与人眼注视知觉密切相关。在自闭症中,缺乏对眼睛的偏好,以及STS内的解剖功能异常,已经被描述。到目前为止,还没有人类的实验数据表明是否有可能通过调节STS神经活动来干扰眼睛的注视处理。在这里,我们测量了年轻健康志愿者在后侧STS (pSTS)上应用抑制性经颅磁刺激(TMS)之前和之后的眼睛凝视知觉。在社会电影被动视觉化过程中,使用眼动追踪来测量眼球注视加工,即明显朝向眼睛。右pSTS的抑制导致参与者在社交电影的可视化过程中更少地看角色的眼睛。这种效果对眼睛是特异性的,在抑制左pSTS或安慰剂经颅磁刺激后没有观察到。这些结果首次表明,干扰右侧pSTS神经活动会短暂地扰乱朝向眼睛的行为,从而间接地干扰凝视感知,这是人类社会认知的一个基本过程。这些结果可能为自闭症的治疗干预开辟新的视角。
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引用次数: 19
Evidence for Competition for Target Innervation in the Medial Prefrontal Cortex. 内侧前额皮质靶神经支配竞争的证据。
Pub Date : 2016-03-01 Epub Date: 2015-12-03 DOI: 10.1093/cercor/bhv280
Ramon Guirado, Juzoh Umemori, Pia Sipilä, Eero Castrén

Inputs to sensory cortices are known to compete for target innervation through an activity-dependent mechanism during critical periods. To investigate whether this principle also applies to association cortices such as the medial prefrontal cortex (mPFC), we produced a bilateral lesion during early development to the ventral hippocampus (vHC), an input to the mPFC, and analyzed the intensity of the projection from another input, the basolateral amgydala (BLA). We found that axons from the BLA had a higher density of "en passant" boutons in the mPFC of lesioned animals. Furthermore, the density of neurons labeled with retrograde tracers was increased, and neurons projecting from the BLA to the mPFC showed increased expression of FosB. Since neonatal ventral hippocampal lesion has been used as an animal model of schizophrenia, we investigated its effects on behavior and found a negative correlation between the density of retrogradely labeled neurons in the BLA and the reduction of the startle response in the prepulse inhibition test. Our results not only indicate that the inputs from the BLA and the vHC compete for target innervation in the mPFC during postnatal development but also that subsequent abnormal rewiring might underlie the pathophysiology of neuropsychiatric disorders such as schizophrenia.

众所周知,在关键时期,感觉皮质的输入通过活动依赖机制竞争目标神经支配。为了研究这一原理是否也适用于联合皮层,如内侧前额叶皮层(mPFC),我们在发育早期对腹侧海马(vHC) (mPFC的输入)进行了双侧损伤,并分析了另一个输入——基底外侧杏仁核(BLA)的投射强度。我们发现来自BLA的轴突在受损动物的mPFC中具有更高的“过路”钮扣密度。此外,逆行示踪剂标记的神经元密度增加,从BLA向mPFC投射的神经元显示FosB表达增加。由于新生儿腹侧海马病变已被用作精神分裂症的动物模型,我们研究了其对行为的影响,并发现BLA中逆行标记神经元的密度与脉冲前抑制试验中惊吓反应的减少之间存在负相关。我们的研究结果不仅表明BLA和vHC的输入在出生后发育过程中竞争mPFC的目标神经支配,而且表明随后的异常重新布线可能是精神分裂症等神经精神疾病的病理生理学基础。
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引用次数: 0
Reinforcement of the Brain's Rich-Club Architecture Following Early Neurodevelopmental Disruption Caused by Very Preterm Birth. 极早产引起的早期神经发育中断后大脑富俱乐部结构的强化。
Pub Date : 2016-03-01 Epub Date: 2016-01-07 DOI: 10.1093/cercor/bhv305
Vyacheslav R Karolis, Sean Froudist-Walsh, Philip J Brittain, Jasmin Kroll, Gareth Ball, A David Edwards, Flavio Dell'Acqua, Steven C Williams, Robin M Murray, Chiara Nosarti

The second half of pregnancy is a crucial period for the development of structural brain connectivity, and an abrupt interruption of the typical processes of development during this phase caused by the very preterm birth (<33 weeks of gestation) is likely to result in long-lasting consequences. We used structural and diffusion imaging data to reconstruct the brain structural connectome in very preterm-born adults. We assessed its rich-club organization and modularity as 2 characteristics reflecting the capacity to support global and local information exchange, respectively. Our results suggest that the establishment of global connectivity patterns is prioritized over peripheral connectivity following early neurodevelopmental disruption. The very preterm brain exhibited a stronger rich-club architecture than the control brain, despite possessing a relative paucity of white matter resources. Using a simulated lesion approach, we also investigated whether putative structural reorganization takes place in the very preterm brain in order to compensate for its anatomical constraints. We found that connections between the basal ganglia and (pre-) motor regions, as well as connections between subcortical regions, assumed an altered role in the structural connectivity of the very preterm brain, and that such alterations had functional implications for information flow, rule learning, and verbal IQ.

怀孕后半期是大脑结构连接发育的关键时期,这一阶段典型的发育过程会因早产而突然中断(
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引用次数: 0
Evidence for a Caregiving Instinct: Rapid Differentiation of Infant from Adult Vocalizations Using Magnetoencephalography. 照顾本能的证据:利用脑磁图快速区分婴儿和成人的发声。
Pub Date : 2016-03-01 Epub Date: 2015-12-11 DOI: 10.1093/cercor/bhv306
Katherine S Young, Christine E Parsons, Else-Marie Jegindoe Elmholdt, Mark W Woolrich, Tim J van Hartevelt, Angus B A Stevner, Alan Stein, Morten L Kringelbach

Crying is the most salient vocal signal of distress. The cries of a newborn infant alert adult listeners and often elicit caregiving behavior. For the parent, rapid responding to an infant in distress is an adaptive behavior, functioning to ensure offspring survival. The ability to react rapidly requires quick recognition and evaluation of stimuli followed by a co-ordinated motor response. Previous neuroimaging research has demonstrated early specialized activity in response to infant faces. Using magnetoencephalography, we found similarly early (100-200 ms) differences in neural responses to infant and adult cry vocalizations in auditory, emotional, and motor cortical brain regions. We propose that this early differential activity may help to rapidly identify infant cries and engage affective and motor neural circuitry to promote adaptive behavioral responding, before conscious awareness. These differences were observed in adults who were not parents, perhaps indicative of a universal brain-based "caregiving instinct."

哭泣是表达痛苦的最明显的声音信号。新生儿的哭声会引起成年听众的警觉,并常常引起照料行为。对于父母来说,对处于痛苦中的婴儿做出快速反应是一种适应性行为,其功能是确保后代的生存。快速反应的能力需要快速识别和评估刺激,然后是协调的运动反应。先前的神经影像学研究已经证明了早期的特殊活动对婴儿面孔的反应。通过脑磁图,我们发现婴儿和成人在听觉、情绪和运动脑皮质区域对哭声的早期(100-200毫秒)神经反应存在相似的差异。我们认为,这种早期的差异活动可能有助于快速识别婴儿的哭声,并参与情感和运动神经回路,以促进有意识意识之前的适应性行为反应。这些差异在非父母的成年人中也被观察到,这也许表明了一种普遍的基于大脑的“照顾本能”。
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引用次数: 0
Identification of Parvalbumin Interneurons as Cellular Substrate of Fear Memory Persistence 小白蛋白中间神经元作为恐惧记忆持续的细胞基质的鉴定
Pub Date : 2016-02-22 DOI: 10.1093/cercor/bhw001
Gürsel Çalışkan, Iris Müller, M. Semtner, A. Winkelmann, Ahsan S. Raza, J. Hollnagel, Anton Rösler, U. Heinemann, O. Stork, J. Meier
Parvalbumin-positive (PV) basket cells provide perisomatic inhibition in the cortex and hippocampus and control generation of memory-related network activity patterns, such as sharp wave ripples (SPW-R). Deterioration of this class of fast-spiking interneurons has been observed in neuropsychiatric disorders and evidence from animal models suggests their involvement in the acquisition and extinction of fear memories. Here, we used mice with neuron type-targeted expression of the presynaptic gain-of-function glycine receptor RNA variant GlyR α3L185L to genetically enhance the network activity of PV interneurons. These mice showed reduced extinction of contextual fear memory but normal auditory cued fear memory. They furthermore displayed increase of SPW-R activity in area CA3 and CA1 and facilitated propagation of this particular network activity pattern, as determined in ventral hippocampal slice preparations. Individual freezing levels during extinction and SPW-R propagation were correlated across genotypes. The same was true for parvalbumin immunoreactivity in the ventral hippocampus, which was generally augmented in the GlyR mutant mice and correlated with individual freezing levels. Together, these results identify PV interneurons as critical cellular substrate of fear memory persistence and associated SPW-R activity in the hippocampus. Our findings may be relevant for the identification and characterization of physiological correlates for posttraumatic stress and anxiety disorders.
小白蛋白阳性(PV)篮状细胞在皮层和海马中提供周围抑制,并控制记忆相关网络活动模式的产生,如尖波涟漪(SPW-R)。这类快速脉冲中间神经元的退化已经在神经精神疾病中被观察到,来自动物模型的证据表明它们参与了恐惧记忆的获得和消失。在这里,我们使用神经元类型靶向表达突触前功能获得型甘氨酸受体RNA变体GlyR α3L185L的小鼠,从基因上增强PV中间神经元的网络活性。这些小鼠显示情境恐惧记忆的消失减少,但听觉提示的恐惧记忆正常。此外,它们在CA3和CA1区显示出SPW-R活性的增加,并促进了这种特殊网络活动模式的传播,这是在海马腹侧切片制备中确定的。绝灭期间的个体冻结水平与SPW-R繁殖的基因型相关。腹侧海马体的小白蛋白免疫反应性也是如此,在GlyR突变小鼠中,小白蛋白免疫反应性普遍增强,并与个体冷冻水平相关。综上所述,这些结果确定了PV中间神经元是恐惧记忆持久性和海马体中相关SPW-R活动的关键细胞基质。我们的研究结果可能与创伤后应激和焦虑障碍的生理相关因素的识别和表征有关。
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引用次数: 63
Behavioral and Neural Markers of Flexible Attention over Working Memory in Aging 老年人灵活注意对工作记忆的行为和神经标记
Pub Date : 2016-02-09 DOI: 10.1093/cercor/bhw011
Robert M. Mok, N. Myers, George Wallis, A. Nobre
Working memory (WM) declines as we age and, because of its fundamental role in higher order cognition, this can have highly deleterious effects in daily life. We investigated whether older individuals benefit from flexible orienting of attention within WM to mitigate cognitive decline. We measured magnetoencephalography (MEG) in older adults performing a WM precision task with cues during the maintenance period that retroactively predicted the location of the relevant items for performance (retro-cues). WM performance of older adults significantly benefitted from retro-cues. Whereas WM maintenance declined with age, retro-cues conferred strong attentional benefits. A model-based analysis revealed an increase in the probability of recalling the target, a lowered probability of retrieving incorrect items or guessing, and an improvement in memory precision. MEG recordings showed that retro-cues induced a transient lateralization of alpha (8–14 Hz) and beta (15–30 Hz) oscillatory power. Interestingly, shorter durations of alpha/beta lateralization following retro-cues predicted larger cueing benefits, reinforcing recent ideas about the dynamic nature of access to WM representations. Our results suggest that older adults retain flexible control over WM, but individual differences in control correspond to differences in neural dynamics, possibly reflecting the degree of preservation of control in healthy aging.
工作记忆(WM)随着年龄的增长而下降,由于它在高级认知中的基本作用,它会对日常生活产生非常有害的影响。我们调查了老年人是否受益于WM中灵活的注意力定向来减轻认知能力下降。我们测量了执行WM精确任务的老年人的脑磁图(MEG),这些任务在维持期间具有回溯性预测相关项目的位置的线索(回溯线索)。老年人的WM表现明显受益于回溯线索。随着年龄的增长,WM的维持能力下降,而记忆线索则对注意力有很强的好处。一项基于模型的分析显示,回忆起目标的可能性增加了,检索错误项目或猜测的可能性降低了,记忆精度也得到了提高。脑磁图记录显示,回溯线索诱发了α (8-14 Hz)和β (15-30 Hz)振荡功率的短暂侧化。有趣的是,在回溯线索后,较短的α / β偏侧化持续时间预示着更大的线索收益,这加强了最近关于获取WM表征的动态性质的观点。我们的研究结果表明,老年人对WM保持灵活的控制,但控制的个体差异对应于神经动力学的差异,可能反映了健康衰老中控制的保留程度。
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引用次数: 63
Neural Mechanisms Behind Identification of Leptokurtic Noise and Adaptive Behavioral Response 细峰噪声识别和适应性行为反应背后的神经机制
Pub Date : 2016-02-04 DOI: 10.1093/cercor/bhw013
M. d'Acremont, P. Bossaerts
Large-scale human interaction through, for example, financial markets causes ceaseless random changes in outcome variability, producing frequent and salient outliers that render the outcome distribution more peaked than the Gaussian distribution, and with longer tails. Here, we study how humans cope with this evolutionary novel leptokurtic noise, focusing on the neurobiological mechanisms that allow the brain, 1) to recognize the outliers as noise and 2) to regulate the control necessary for adaptive response. We used functional magnetic resonance imaging, while participants tracked a target whose movements were affected by leptokurtic noise. After initial overreaction and insufficient subsequent correction, participants improved performance significantly. Yet, persistently long reaction times pointed to continued need for vigilance and control. We ran a contrasting treatment where outliers reflected permanent moves of the target, as in traditional mean-shift paradigms. Importantly, outliers were equally frequent and salient. There, control was superior and reaction time was faster. We present a novel reinforcement learning model that fits observed choices better than the Bayes-optimal model. Only anterior insula discriminated between the 2 types of outliers. In both treatments, outliers initially activated an extensive bottom-up attention and belief network, followed by sustained engagement of the fronto-parietal control network.
例如,通过金融市场进行的大规模人类互动导致了结果可变性的不断随机变化,产生了频繁而显著的异常值,使结果分布比高斯分布更具峰值性,并且具有更长的尾部。在这里,我们研究人类如何应对这种进化上的新型细峰噪声,重点关注大脑的神经生物学机制,1)将异常值识别为噪声,2)调节适应性反应所需的控制。我们使用功能性磁共振成像,让参与者追踪一个运动受到细峰噪声影响的目标。在最初的过度反应和随后的纠正不足后,参与者的表现显著提高。然而,持续较长的反应时间表明,仍然需要保持警惕和控制。我们进行了对比处理,其中异常值反映了目标的永久移动,就像在传统的均值转移范式中一样。重要的是,异常值同样频繁和显著。在那里,控制是优越的,反应时间更快。我们提出了一种新的强化学习模型,它比贝叶斯最优模型更适合观察到的选择。只有前岛区分两类异常值。在这两种治疗中,异常值最初激活了广泛的自下而上的注意力和信念网络,随后持续参与额顶叶控制网络。
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引用次数: 27
期刊
Cerebral Cortex (New York, NY)
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