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The Role of Top-Down Modulation in Shaping Sensory Processing Across Brain States: Implications for Consciousness

机译:自上而下的调制在塑造跨大脑状态的感觉处理中的作用:对意识的影响。

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摘要

Top-down, feedback projections account for a large portion of all connections between neurons in the thalamocortical system, yet their precise role remains the subject of much discussion. A large number of studies has focused on investigating how sensory information is transformed across hierarchically-distributed processing stages in a feedforward fashion, and computational models have shown that purely feedforward artificial neural networks can even outperform humans in pattern classification tasks. What is then the functional role of feedback connections? Several key roles have been identified, ranging from attentional modulation to, crucially, conscious perception. Specifically, most of the major theories on consciousness postulate that feedback connections would play an essential role in enabling sensory information to be consciously perceived. Consequently, it follows that their efficacy in modulating target regions should drastically decrease in nonconscious brain states [non-rapid eye movement (REM) sleep, anesthesia] compared to conscious ones (wakefulness), and also in instances when a given sensory stimulus is not perceived compared to when it is. Until recently, however, this prediction could only be tested with correlative experiments, due to the lack of techniques to selectively manipulate and measure the activity of feedback pathways. In this article, we will review the most recent literature on the functions of feedback connections across brain states and based on the presence or absence of perception. We will focus on experiments studying mismatch negativity, a phenomenon which has been hypothesized to rely on top-down modulation but which persists during nonconscious states. While feedback modulation is generally dampened in nonconscious states and enhanced when perception occurs, there are clear deviations from this rule. As we will discuss, this may pose a challenge to most theories of consciousness, and possibly require a change in how the level of consciousness in supposedly nonconscious states is assessed.
机译:自上而下的反馈预测在丘脑皮质系统中神经元之间的所有连接中占很大比例,但是它们的确切作用仍然是许多讨论的主题。大量研究集中在调查如何以前馈方式在分层分布的处理阶段如何转换感官信息,并且计算模型表明,在模式分类任务中,纯前馈人工神经网络甚至可以胜过人类。反馈连接的功能作用是什么?已经确定了几个关键角色,从注意力调节到至关重要的是意识感知。具体而言,关于意识的大多数主要理论都假定反馈连接在使感知信息有意识地感知方面将发挥至关重要的作用。因此,可以得出结论,与有意识的人(清醒)相比,在无意识的大脑状态(非快速眼动(REM)睡眠,麻醉)中,以及在没有给定的感觉刺激的情况下,它们调节目标区域的功效应大大降低。与当时相比。然而,直到最近,由于缺乏选择性操纵和测量反馈途径活动的技术,该预测只能通过相关实验进行检验。在本文中,我们将回顾基于大脑状态的反馈连接的功能以及是否存在感知的最新文献。我们将专注于研究失配负性的实验,该现象被认为依赖于自上而下的调制,但在无意识状态中持续存在。虽然通常在无意识状态下会减弱反馈调制,而在发生感知时会增强反馈调制,但与该规则存在明显的偏差。正如我们将要讨论的那样,这可能对大多数意识理论构成挑战,并可能要求改变估计非意识状态下意识水平的方式。

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