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Hippocampal phase precession may be generated by chimera dynamics. 嵌合体动力学可能产生海马相进动。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-10-06 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1634298
Maria Masoliver, Jörn Davidsen, Wilten Nicola

The 8 Hz theta rhythm observed in hippocampal local field potentials of animals can be regarded as a "clock" that regulates the timing of spikes. While different interneuron sub-types synchronously phase lock to different phases for every theta cycle, the phase of pyramidal neurons' spikes asynchronously vary in each theta cycle, depending on the animal's position. On the other hand, pyramidal neurons tend to fire slightly faster than the theta oscillation in what is termed hippocampal phase precession. Chimera states are specific solutions to dynamical systems where synchrony and asynchrony coexist, similar to coexistence of phase precessing and phase locked cells during the hippocampal theta oscillation. Here, we test the hypothesis that the hippocampal phase precession emerges from chimera dynamics with computational modeling. We utilized multiple network topologies and sizes of Kuramoto oscillator networks that are known to collectively display chimera dynamics. We found that by changing the oscillators' intrinsic frequency, the frequency ratio between the synchronized and unsynchronized oscillators can match the frequency ratio between the hippocampal theta oscillation (≈ 8 Hz) and phase precessing pyramidal neurons (≈ 9 Hz). The faster firing population of oscillators also displays theta-sequence-like behavior and phase precession. Finally, we trained networks of spiking integrate-and-fire neurons to output a chimera state by using the Kuramoto-chimera system as a dynamical supervisor. We found that the firing times of subsets of individual neurons display phase precession.

在动物海马局部场电位中观察到的8 Hz θ节律可以看作是调节尖峰时间的“时钟”。不同的中间神经元亚型在每个θ波周期中同步锁相到不同的相位,而锥体神经元在每个θ波周期中,锥体神经元的峰值相位根据动物的位置而异步变化。另一方面,锥体神经元的放电速度略快于被称为海马相进动的θ波振荡。嵌合体状态是同步和异步共存的动力系统的特定解决方案,类似于海马体θ波振荡期间相处理细胞和相锁定细胞的共存。在这里,我们用计算模型验证了海马体相位进动来自嵌合体动力学的假设。我们利用了多种网络拓扑结构和Kuramoto振荡器网络的大小,这些网络已知可以共同显示嵌合体动力学。我们发现,通过改变振子的固有频率,同步和非同步振子的频率比可以与海马θ振荡(≈8 Hz)和相进锥体神经元(≈9 Hz)的频率比相匹配。振子的快速发射种群也显示出类似于θ序列的行为和相位进动。最后,我们使用Kuramoto-chimera系统作为动态监督器,训练由突射整合-火神经元组成的网络输出嵌合体状态。我们发现单个神经元子集的放电时间表现出相进动。
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引用次数: 0
Loss of 5-HT2C receptor function alters motor behavior in male and female mice with and without spinal cord injury. 5-HT2C受体功能的丧失改变了有或无脊髓损伤的雌雄小鼠的运动行为。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1681120
Margaret I Sim, Derin Birch, Amr A Mahrous, C J Heckman, Vicki M Tysseling

The 5-HT2C receptor is involved in the regulation of spinal motor function, specifically in both volitional and involuntary motor behavior. It contributes to various aspects of voluntary movement, such as locomotion, gait, coordination, and muscle contractions. It also contributes to involuntary motor behavior (i.e., spasms), which affects many individuals with spinal cord injury. Despite its known involvement in motor function, additional research in uninjured mice is required to assess whether specific gait parameters and muscle contractility are directly linked to the 5-HT2C receptor. In injured mice, further research is needed to determine whether the expression of the 5-HT2C receptor is altered in the lumbar and sacral spinal cord after injury. It is also necessary to determine whether voluntary locomotion, involuntary motor behavior, or the expression of this receptor is influenced by sex, as it is unknown if there is a difference in 5-HT2C receptor expression between male and female mice. The aim of this study is to investigate volitional and involuntary motor behavior of male and female uninjured and spinal cord-injured knock-out mice. Mice that express a non-functional form of the 5-HT2C receptor were compared to typical-functioning wildtype mice. Volitional behavioral assessments revealed mild strength and stability deficits in the knock-out mice when compared to wildtype mice. We also compared the capacity of spinal cord tissue to generate sensory evoked activity, and it was revealed that male knock-out mice exhibited less involuntary motor behavior both ex vivo and in vivo than male wildtype mice. Western blot analysis revealed that injury status, sex, and genotype affected the relative expression of the 5-HT2C receptor in both the lumbar and sacral spinal cord, with female KO mice exhibiting a compensatory mechanism post-SCI via upregulation of the 5-HT2A receptor. Through a comprehensive approach combining behavioral assessments, electrophysiological experiments, and whole-tissue protein analysis, our findings provide strong evidence that the 5-HT2C receptor is differentially regulated by sex, genotype, and spinal cord injury. These findings underscore the importance of considering sex as a biological variable and suggest that future therapeutic strategies targeting the 5-HT2C receptor account for sex-specific differences in 5-HT2C receptor expression and function.

5-HT2C受体参与脊髓运动功能的调节,特别是在意志和不自主运动行为中。它有助于自主运动的各个方面,如运动、步态、协调和肌肉收缩。它还会导致不自主运动行为(即痉挛),这影响到许多脊髓损伤患者。尽管已知5-HT2C与运动功能有关,但需要在未受伤小鼠中进行进一步的研究,以评估特定的步态参数和肌肉收缩性是否与5-HT2C受体直接相关。在损伤小鼠中,5-HT2C受体的表达是否在损伤后的腰骶脊髓中发生改变还有待进一步研究。还需要确定自主运动、不自主运动行为或该受体的表达是否受到性别的影响,因为尚不清楚雄性和雌性小鼠之间5-HT2C受体的表达是否存在差异。本研究的目的是研究雄性和雌性脊髓损伤小鼠和脊髓损伤小鼠的意志和不自主运动行为。将表达无功能5-HT2C受体的小鼠与正常功能的野生型小鼠进行比较。意志行为评估显示,与野生型小鼠相比,基因敲除小鼠的力量和稳定性存在轻微缺陷。我们还比较了脊髓组织产生感觉诱发活动的能力,结果显示,雄性基因敲除小鼠在体内和体外都比雄性野生型小鼠表现出更少的不自主运动行为。Western blot分析显示,损伤状态、性别和基因型影响腰椎和骶椎脊髓5-HT2C受体的相对表达,雌性KO小鼠在脊髓损伤后通过上调5-HT2A受体表现出代偿机制。通过结合行为评估、电生理实验和全组织蛋白分析的综合方法,我们的研究结果提供了强有力的证据,证明5-HT2C受体受性别、基因型和脊髓损伤的差异调节。这些发现强调了将性别视为生物学变量的重要性,并提示未来针对5-HT2C受体的治疗策略应考虑5-HT2C受体表达和功能的性别特异性差异。
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引用次数: 0
Incubation with tau aggregates increases hippocampal circuit excitability and enhances long-term depression in acute mouse hippocampal slices. 在急性小鼠海马切片中,tau聚集物的孵育增加了海马回路的兴奋性并增强了长期抑郁。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-09-19 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1596989
Alice Wang, Abbie Richardson, Isabelle Emmett, Daniel Friedmann, Saskia Bakker, Magnus Richardson, Emily Hill, Mark Wall

Aggregation of the protein tau is a key pathological hallmark of tauopathies such as Alzheimer's Disease. Tau dissociates from microtubules and diffuses from the axon into the soma-dendritic compartment, where it aggregates firstly into oligomers and ultimately into neurofibrillary tangles. There is gathering evidence that it is the soluble tau aggregates that are the major active species and that their effects on neuronal electrophysiological properties, synaptic transmission and plasticity could contribute to early cognitive decline. Here we have investigated the effects of incubating acute mouse hippocampal slices with recombinant tau aggregates. We observed interictal events and an increase in excitability of CA3 pyramidal cells. Tau aggregates had little effect on basal synaptic transmission but antagonism of GABAA receptors revealed significant effects of tau aggregates, enhancing the firing of population spikes and the occurrence of bursts following fEPSPs. Tau aggregates produced a concentration-dependent impairment of long-term potentiation (LTP), which could not be overcome by repeated LTP induction stimuli, demonstrating the effects were not just through an elevation of LTP threshold. In contrast to the impairment of LTP, tau aggregates increased G1-mGluR-dependent LTD. Thus, tau aggregates increase hippocampal circuit excitability and shift synaptic plasticity towards depression.

tau蛋白的聚集是诸如阿尔茨海默病等tau病的关键病理标志。Tau蛋白从微管中分离出来,从轴突扩散到体细胞-树突间室,在那里它首先聚集成低聚物,最终聚集成神经原纤维缠结。越来越多的证据表明,可溶性tau蛋白是主要的活性物质,它们对神经元电生理特性、突触传递和可塑性的影响可能导致早期认知能力下降。在这里,我们研究了用重组tau聚集体孵育急性小鼠海马切片的效果。我们观察到间期事件和CA3锥体细胞的兴奋性增加。Tau聚集体对基础突触传递的影响不大,但对GABAA受体的拮抗作用显示Tau聚集体的显著作用,增强了fEPSPs后群体峰的放电和脉冲的发生。Tau聚集体产生了浓度依赖性的长期增强(LTP)损伤,这种损伤不能通过反复的LTP诱导刺激来克服,这表明这种影响不仅仅是通过LTP阈值的升高来实现的。与LTP的损伤相反,tau聚集物增加了g1 - mglur依赖的LTD。因此,tau聚集物增加了海马回路的兴奋性,并将突触可塑性向抑郁方向转移。
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引用次数: 0
Morphological evidence for neuronal connections between the olfactory neurogenic region and the striatum in adult rats. 成年大鼠嗅神经发生区与纹状体之间神经元连接的形态学证据。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-09-17 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1605961
Kamila Fabianová, Marcela Martončíková, Ivo Vanický, Juraj Blaško, Alexandra Popovičová, Monika Žideková, Enikő Račeková

The regulatory mechanisms of postnatal neurogenesis in the subventricular zone (SVZ) and the rostral migratory stream (RMS) are still not fully understood. Recent evidence suggests that neurogenesis in the SVZ/RMS may be regulated by neurons located directly in these regions. To date, two populations of neurons residing in the SVZ/RMS, which display the morphological characteristics of mature neurons, have been identified: nitric oxide (NO)-producing neurons and neurons expressing secretagogin (SCGN). The aim of our study was to map the possible projections of these neuronal populations in the SVZ/RMS. All experiments were performed on adult male Wistar albino rats. To test the hypothesis that nNOS- and SCGN-positive neurons of the SVZ and RMS send their axons to the striatum, we injected this target brain structure with the retrograde fluorescent tracer Fluoro-Gold (F-G). To verify the identity of nitrergic neurons and SCGN- expressing neurons, double immunofluorescent labeling with anti-nNOS/anti-SCGN and anti-F-G was performed. Microscopic analysis revealed the presence of F-G, administered into the striatum, in cells of the SVZ and different parts of the RMS. F-G-labeled cells in the SVZ/RMS were identified as either nitrergic neurons or SCGN-expressing neurons. Our results demonstrate a connection between mature neurons of the SVZ/RMS and the striatum.

出生后脑室下区(SVZ)和吻侧迁移流(RMS)神经发生的调控机制尚不完全清楚。最近的证据表明,SVZ/RMS的神经发生可能由直接位于这些区域的神经元调节。迄今为止,已经鉴定出两种存在于SVZ/RMS中的神经元群体,它们表现出成熟神经元的形态特征:一氧化氮(NO)产生神经元和分泌素(SCGN)表达神经元。我们研究的目的是绘制这些神经元群在SVZ/RMS中的可能投影。所有实验均在成年雄性Wistar白化大鼠身上进行。为了验证中脑区和RMS的nNOS和scgn阳性神经元向纹状体发送轴突的假设,我们向该目标脑结构注射了逆行荧光示踪剂氟金(F-G)。采用抗nnos /抗SCGN和抗f - g双重免疫荧光标记,验证氮能神经元和表达SCGN的神经元的身份。显微分析显示,给药到纹状体的F-G存在于SVZ和RMS不同部位的细胞中。SVZ/RMS中f - g标记的细胞被鉴定为氮能神经元或表达scgn的神经元。我们的研究结果表明,SVZ/RMS的成熟神经元与纹状体之间存在联系。
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引用次数: 0
Topographic correspondence between retinotopic and whisker somatosensory map in mouse higher visual area and its development. 小鼠高视区视网膜异位与须状体感图的地形对应关系及其发育。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-09-02 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1552130
Hanaka Matsumoto, Tomonari Murakami, Kenichi Ohki

Aligning the topography maps of different sensory modalities in the brain is considered to be important for the unified perception of multiple sensory modalities. In mice, the superior colliculus receives both visual and whisker-related somatosensory information with the topographical correspondence between retinotopy and somatotopy. However, it remains unclear whether topographical correspondence between retinotopy and whisker somatotopy exists in the higher association cortex, and if so, how this functional organization is formed during development. Here, we conducted wide-field calcium imaging and revealed retinotopic and somatotopic correspondence in the rostrolateral area (RL), one of the higher visual areas. The retinotopic map demonstrates that RL is divided into two distinct subregions, anterior and posterior parts of RL (RLa and RLp). We further found a rough topographic correspondence between retinotopy and whisker somatotopy only in RLa, but not in RLp, Lastly, to test whether this topographic correspondence exists before eye-opening, we performed functional connectivity analysis of spontaneous cortical activity recorded from developing mice. We discovered that the topographical correspondence between retinotopy-like and somatotopy-like structures in RLa already existed before eye-opening, on postnatal day 10-11. Because spatially corresponding multisensory inputs are likely quite weak before eye-opening, these results in developing mice suggest that the initial formation of topographic correspondence between retinotopy and whisker somatotopy in the higher association cortex does not depend on spatially corresponding multisensory input experiences.

对大脑中不同感觉模态的地形图进行对齐,对于多感觉模态的统一感知具有重要意义。在小鼠中,上丘同时接收视觉和须相关的体感信息,并具有视网膜切除和躯体切除之间的地形对应关系。然而,目前尚不清楚在高级联合皮层中是否存在视网膜切除和须体切除之间的地形对应关系,如果存在,这种功能组织在发育过程中是如何形成的。在这里,我们进行了宽视场钙显像,发现了高视觉区之一的前外侧区(RL)的视网膜定位和体位对应。视网膜定位图显示RL分为两个不同的亚区,RL的前部和后部(RLa和RLp)。我们进一步发现视网膜切除和须体切除之间仅在RLa中存在大致的地形对应关系,而在RLp中没有。最后,为了测试这种地形对应是否存在于睁眼之前,我们对发育小鼠的自发皮层活动进行了功能连接分析。我们发现视网膜样结构和体样结构之间的地形对应在睁眼之前,即出生后10-11天已经存在。由于空间上对应的多感觉输入在睁眼前可能相当弱,这些在发育中的小鼠身上的结果表明,视网膜切除和须体切除在高级关联皮层的初始地形对应的形成并不依赖于空间上对应的多感觉输入体验。
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引用次数: 0
Summary statistics of learning link changing neural representations to behavior. 学习连接改变神经表征到行为的汇总统计。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-08-29 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1618351
Jacob A Zavatone-Veth, Blake Bordelon, Cengiz Pehlevan

How can we make sense of large-scale recordings of neural activity across learning? Theories of neural network learning with their origins in statistical physics offer a potential answer: for a given task, there are often a small set of summary statistics that are sufficient to predict performance as the network learns. Here, we review recent advances in how summary statistics can be used to build theoretical understanding of neural network learning. We then argue for how this perspective can inform the analysis of neural data, enabling better understanding of learning in biological and artificial neural networks.

我们如何理解学习过程中神经活动的大规模记录?源自统计物理学的神经网络学习理论提供了一个潜在的答案:对于给定的任务,通常有一小组汇总统计数据足以预测网络学习时的性能。在这里,我们回顾了总结统计如何用于建立对神经网络学习的理论理解的最新进展。然后,我们讨论了这种观点如何为神经数据的分析提供信息,从而更好地理解生物和人工神经网络中的学习。
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引用次数: 0
Clustered architecture of ipsilateral and interhemispheric connections in macaque ventrolateral prefrontal cortex. 猕猴腹外侧前额叶皮层同侧和半球间连接的集群结构。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1635105
Danling Hu, Hangqi Li, Toru Takahata, Hisashi Tanigawa

The fine-scale organization of intrinsic and extrinsic connections in the primate ventrolateral prefrontal cortex (VLPFC), a region essential for higher cognitive functions, remains poorly understood. This contrasts with, for example, the well-documented stripe-like intrinsic circuits of the dorsolateral prefrontal cortex (DLPFC). To elucidate the circuit architecture supporting VLPFC function, we investigated the spatial organization of connections targeting the caudal VLPFC (primarily area 45A) in macaque monkeys using multiple retrograde tracers. Analyzing the distribution of labeled neurons in flattened tangential sections revealed that laterally projecting connections within the same hemisphere formed distinct clusters, not only in the VLPFC but also in the DLPFC. These clusters often spanned multiple cortical layers, suggesting a columnar-like organization. The width (minor axis) of these clusters was approximately 1.2 mm. Similarly, contralateral callosal projection neurons were also arranged in clusters. Additionally, inputs originating from the superior temporal sulcus were found to arise from discrete clusters of neurons. Our findings demonstrate that both long-range ipsilateral and interhemispheric connections of the caudal VLPFC share a common, fine-scale clustered architecture. This study provides an anatomical framework for understanding the structural basis of information processing and interhemispheric coordination within this critical association cortex, suggesting that this architecture is fundamental to VLPFC's role in complex cognitive functions.

灵长类动物腹外侧前额叶皮层(VLPFC)是高级认知功能的重要区域,其内部和外部连接的精细组织仍然知之甚少。例如,这与有充分记录的背外侧前额叶皮层(DLPFC)的条纹状固有回路形成对比。为了阐明支持VLPFC功能的电路结构,我们使用多种逆行示踪剂研究了猕猴针对尾侧VLPFC(主要是45A区)的连接的空间组织。分析标记神经元在平切切片上的分布发现,在同一半球内,横向突出的连接形成了不同的簇,不仅在VLPFC,而且在DLPFC。这些团簇通常跨越多个皮质层,表明是柱状组织。这些簇的宽度(小轴)约为1.2毫米。同样,对侧胼胝体投射神经元也呈簇状排列。此外,来自颞上沟的输入被发现来自离散的神经元簇。我们的研究结果表明,尾侧VLPFC的远端同侧和半球间连接具有共同的、精细的集群结构。本研究为理解这一关键关联皮层中信息处理和半球间协调的结构基础提供了解剖学框架,表明这一结构是VLPFC在复杂认知功能中所起作用的基础。
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引用次数: 0
Spike-timing-dependent plasticity offers delay-gated oscillatory potentiation for autaptic weights. 峰值时间依赖的可塑性为自适应权重提供了延迟门控振荡增强。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1646317
Risa Onda, Mihoko Ishida, Kouhei Hattori, Hideaki Yamamoto, Takashi Tanii

Neuronal networks in animal brains are considered to realize specific filter functions through the precise configuration of synaptic weights, which are autonomously regulated without external supervision. In this study, we employ a single Hodgkin-Huxley-type neuron with autapses as a minimum model to computationally investigate how spike-timing-dependent plasticity (STDP) adjusts synaptic weights through recurrent feedback. The results show that the weights undergo oscillatory potentiation or depression with respect to autaptic delay and high-frequency stimulation. Our findings suggest that the STDP-mediated modulation of autaptic weights, governed by autaptic delay and input frequency, may serve as a mechanism for promoting network-level synchronization in neural systems if the network contains neurons with autapses.

动物大脑中的神经元网络被认为是通过突触权重的精确配置来实现特定的过滤功能,突触权重是在没有外界监督的情况下自主调节的。在本研究中,我们采用单个霍奇金-赫胥黎型神经元作为最小模型,计算研究spike- time -dependent plasticity (STDP)如何通过循环反馈调节突触权重。结果表明,相对于自适应延迟和高频刺激,权值发生振荡增强或抑制。我们的研究结果表明,stdp介导的自适应权调制,受自适应延迟和输入频率的控制,可能是促进神经系统中网络级同步的机制,如果网络中包含具有autapses的神经元。
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引用次数: 0
Deviance detection and regularity sensitivity in dissociated neuronal cultures. 游离神经元培养的异常检测和规律敏感性。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1584322
Zhuo Zhang, Amit Yaron, Dai Akita, Tomoyo Isoguchi Shiramatsu, Zenas C Chao, Hirokazu Takahashi

Introduction: Understanding how neural networks process complex patterns of information is crucial for advancing both neuroscience and artificial intelligence. To investigate fundamental principles of neural computation, we examined whether dissociated neuronal cultures, one of the most primitive living neural networks, exhibit regularity sensitivity beyond mere stimulus-specific adaptation and deviance detection.

Methods: We recorded activity to oddball electrical stimulation paradigms from dissociated rat cortical neurons cultured on high-resolution CMOS microelectrode arrays. We examined the effects of pharmacological manipulation on responses using the N-methyl-D-aspartate (NMDA) receptor antagonist. To assess regularity sensitivity, we compared neural responses between predictable periodic sequences and random sequences of stimuli.

Results: In oddball electrical stimulation paradigms, we confirmed that the neuronal culture produced mismatch responses (MMRs) with true deviance detection beyond mere adaptation. These MMRs were dependent on the N-methyl-D-aspartate (NMDA) receptors, similar to mismatch negativity (MMN) in humans, which is known to have true deviance detection properties. Crucially, we also showed sensitivity to the statistical regularity of stimuli, a phenomenon previously observed only in intact brains: the MMRs in a predictable, periodic sequence were smaller than those in a commonly used sequence in which the appearance of the deviant stimulus was random and unpredictable.

Discussion: These results challenge the traditional view that a hierarchically structured neural network is required to process complex temporal patterns, suggesting instead that deviant detection and regularity sensitivity are inherent properties arising from the primitive neural network. They also suggest new directions for the development of neuro-inspired artificial intelligence systems, emphasizing the importance of incorporating adaptive mechanisms and temporal dynamics in the design of neural networks.

了解神经网络如何处理复杂的信息模式对于推进神经科学和人工智能至关重要。为了研究神经计算的基本原理,我们研究了游离神经元培养物(最原始的活神经网络之一)是否表现出超出刺激特异性适应和偏差检测的规律性敏感性。方法:我们记录了高分辨率CMOS微电极阵列培养的游离大鼠皮层神经元对古怪电刺激范式的活动。我们检查了使用n -甲基- d -天冬氨酸(NMDA)受体拮抗剂的药理学操作对反应的影响。为了评估规则敏感性,我们比较了可预测的周期性序列和随机序列刺激之间的神经反应。结果:在古怪的电刺激模式下,我们证实了神经元培养产生的失配反应(MMRs)具有真正的偏差检测,而不仅仅是适应。这些mmr依赖于n -甲基- d -天冬氨酸(NMDA)受体,类似于人类的失配阴性(MMN),已知其具有真正的偏差检测特性。至关重要的是,我们还显示了对刺激的统计规律的敏感性,这是一种以前只在完整的大脑中观察到的现象:在可预测的、周期性序列中的mmr比在随机和不可预测的异常刺激出现的常用序列中的mmr要小。讨论:这些结果挑战了传统观点,即需要分层结构的神经网络来处理复杂的时间模式,相反,偏差检测和规则敏感性是原始神经网络产生的固有特性。他们还为神经启发的人工智能系统的发展提出了新的方向,强调了在神经网络设计中结合自适应机制和时间动态的重要性。
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引用次数: 0
How perceptual learning rewires brain connectivity: lessons from the visual system in a top-down perspective. 知觉学习如何重新连接大脑:自上而下视角下视觉系统的经验教训。
IF 3 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.3389/fncir.2025.1636023
Alan Consorti, Alessandro Sale

Neural circuits sculpt their structure and modify the strength of their connections to effectively adapt to the external stimuli throughout life. In response to practice and experience, the brain learns to distinguish previously undetectable stimulus features recurring in the external environment. The unconscious acquisition of improved perceptual abilities falls into a form of implicit learning known as perceptual learning. Despite more than a century of multidisciplinary studies, a thorough understanding of the neural mechanisms underlying perceptual learning is still missing. Increasing evidence suggests that the learning process induces global plastic remodeling across several cortical areas, tuning neural responses to changing environmental claims by reweighting the interaction between bottom-up and top-down information. Here, we will survey classic and novel findings in the field of perceptual learning research, with a particular focus on visual perceptual learning.

神经回路塑造了它们的结构,并修改了它们的连接强度,以有效地适应整个生命中的外部刺激。作为对实践和经验的回应,大脑学会了区分在外部环境中反复出现的以前无法察觉的刺激特征。知觉能力的无意识习得属于内隐学习的一种形式,即知觉学习。尽管经过一个多世纪的多学科研究,对感知学习背后的神经机制仍然缺乏透彻的理解。越来越多的证据表明,学习过程诱导了几个皮质区域的全球塑性重塑,通过重新加权自下而上和自上而下信息之间的相互作用来调整神经对不断变化的环境要求的反应。在这里,我们将回顾感知学习研究领域的经典和新发现,特别关注视觉感知学习。
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引用次数: 0
期刊
Frontiers in Neural Circuits
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