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Volitional enhancement of firing synchrony and oscillation by neuronal operant conditioning: interaction with neurorehabilitation and brain-machine interface

机译:通过神经元操作调节来自愿增强放电同步和振荡:与神经康复和脑机接口的相互作用

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摘要

In this review, we focus on neuronal operant conditioning in which increments in neuronal activities are directly rewarded without behaviors. We discuss the potential of this approach to elucidate neuronal plasticity for enhancing specific brain functions and its interaction with the progress in neurorehabilitation and brain-machine interfaces. The key to-be-conditioned activities that this paper emphasizes are synchronous and oscillatory firings of multiple neurons that reflect activities of cell assemblies. First, we introduce certain well-known studies on neuronal operant conditioning in which conditioned enhancements of neuronal firing were reported in animals and humans. These studies demonstrated the feasibility of volitional control over neuronal activity. Second, we refer to the recent studies on operant conditioning of synchrony and oscillation of neuronal activities. In particular, we introduce a recent study showing volitional enhancement of oscillatory activity in monkey motor cortex and our study showing selective enhancement of firing synchrony of neighboring neurons in rat hippocampus. Third, we discuss the reasons for emphasizing firing synchrony and oscillation in neuronal operant conditioning, the main reason being that they reflect the activities of cell assemblies, which have been suggested to be basic neuronal codes representing information in the brain. Finally, we discuss the interaction of neuronal operant conditioning with neurorehabilitation and brain-machine interface (BMI). We argue that synchrony and oscillation of neuronal firing are the key activities required for developing both reliable neurorehabilitation and high-performance BMI. Further, we conclude that research of neuronal operant conditioning, neurorehabilitation, BMI, and system neuroscience will produce findings applicable to these interrelated fields, and neuronal synchrony and oscillation can be a common important bridge among all of them.
机译:在这篇综述中,我们专注于神经元操作调节,其中神经活动的增加直接得到奖励而没有行为。我们讨论了这种方法阐明神经元可塑性以增强特定脑功能及其与神经康复和脑机接口进展的相互作用的潜力。本文强调的关键条件性活动是多个神经元的同步触发和振荡触发,它们反映了细胞装配体的活动。首先,我们介绍了某些有关神经元操作条件的著名研究,其中在动物和人类中都报告了神经元放电的条件增强。这些研究证明了自愿控制神经元活动的可行性。其次,我们参考了关于神经元活动同步和振荡的操作条件的最新研究。特别是,我们介绍了一项最新研究,该研究表明猴子运动皮层的振荡活动自愿增强,而我们的研究表明大鼠海马中相邻神经元的放电同步选择性增强。第三,我们讨论了在神经元操作条件中强调激发同步和振荡的原因,主要原因是它们反映了细胞装配体的活动,这被认为是代表大脑信息的基本神经元代码。最后,我们讨论了神经元操作条件与神经康复和脑机接口(BMI)的相互作用。我们认为神经元放电的同步和振荡是发展可靠的神经康复和高性能BMI所需的关键活动。此外,我们得出的结论是,对神经元操作条件,神经康复,BMI和系统神经科学的研究将产生适用于这些相互关联领域的发现,并且神经元同步和振荡可能是所有这些之间的共同重要桥梁。

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