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Intracortical recordings and fMRI: An attempt to study operational modules and networks simultaneously

机译:皮层内记录和功能磁共振成像:尝试同时研究操作模块和网络

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摘要

The brain can be envisaged as a complex adaptive system. It is characterized by a very high structural complexity and by massive connectivity, both of which change and evolve in response to experience. Information related to sensors and effectors is processed in both a parallel and a hierarchical fashion; the connectivity between different hierarchical levels is bidirectional, and its effectiveness is continuously controlled by specific associational and neuromodulatory centers. When questions are addressed at the level of a distributed, large-scale whole system such as that underlying perception and cognition, it is not clear what should be considered as an elementary operational unit because the behavior of integral, aggregate systems is always emergent and most often remains unpredicted by the behaviors of single cells. To localize and comprehend the neural mechanisms underlying our perceptual or cognitive capacities, concurrent studies of microcircuits, of local and long-range interconnectivity between small assemblies, and of the synergistic activity of larger neuronal populations are called for. In other words, multimodal methodologies that include invasive neuroscientific methods as well as global neuroimaging techniques are required, such as the various functional aspects of magnetic resonance imaging. These facts were the driving force behind the decision to begin animal-MRI in my lab. The wonderful idea of the editors of NeuroImage to publish a Special Issue commemorating 20years of functional fMRI provides me with the opportunity of sharing not only our first moments of frustration with the readers, but also our successful results.
机译:可以将大脑设想为复杂的自适应系统。它具有很高的结构复杂性和庞大的连通性的特点,两者都根据经验而变化和发展。与传感器和效应器有关的信息以并行和分级方式处理;不同等级级别之间的连通性是双向的,其有效性由特定的关联和神经调节中心连续控制。当在分布式,大规模的整个系统(例如基础感知和认知)级别上解决问题时,尚不清楚应将什么视为基本操作单元,因为整体,集合系统的行为总是会出现,并且大多数通常无法通过单个单元格的行为来预测。为了定位和理解我们的知觉或认知能力的神经机制,需要同时研究微电路,小组件之间的局部和远程互连以及更大的神经元群体的协同活动。换句话说,需要包括侵入性神经科学方法以及全局神经成像技术在内的多峰方法,例如磁共振成像的各种功能方面。这些事实是决定在我的实验室开始进行动物MRI的背后驱动力。 NeuroImage的编辑出版一个纪念20年来功能性fMRI的特刊的绝妙主意为我提供了一个与读者分享我们沮丧的第一刻的机会,以及我们的成功成果的机会。

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