Computational modelling shows evidence in support of both sensory and frontal theories of consciousness.

IF 4.3 Q1 PSYCHOLOGY, BIOLOGICAL
Neuroscience of Consciousness Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI:10.1093/nc/niaf033
Kavindu H Bandara, Elise G Rowe, Marta I Garrido
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Abstract

The role of the prefrontal cortex (PFC) in consciousness is hotly debated. Frontal theories argue that the PFC is necessary for consciousness, while sensory theories propose that consciousness arises from recurrent activity in the posterior cortex alone, with activity in the PFC resulting from the mere act of reporting. To resolve this dispute, we re-analysed an electroencephalography (EEG) dataset of 30 participants from a no-report inattentional blindness paradigm where faces are (un)consciously perceived. We performed source reconstruction on the EEG data to first establish the robustly active regions, which were then used to build the networks in the dynamic causal modelling analysis. Dynamic causal modelling was used to estimate the effective connectivity between the key contended brain regions, the prefrontal and the posterior cortices. Then, a second-level parametric empirical Bayesian model was conducted to determine how connectivity was modulated by awareness and task-relevance. While an initial data-driven search could not corroborate neither sensory nor frontal theories of consciousness, a more directed hypothesis-driven analysis revealed strong evidence that both theories could explain the data, with a very slight preference for frontal theories. Specifically, a model with backward connections switched off within the posterior cortex explained awareness better (53%) than a model without backward connections from the PFC to sensory regions. Our findings provide some support for a subtle, yet crucial, contribution of the frontal cortex in consciousness, and highlight the need to revise current theories of consciousness.

计算模型显示了支持意识的感觉理论和额叶理论的证据。
前额叶皮层(PFC)在意识中的作用一直备受争议。额叶理论认为,PFC是意识的必要条件,而感觉理论则认为,意识仅由后皮层的反复活动产生,而PFC的活动仅由报告行为产生。为了解决这一争议,我们重新分析了30名参与者的脑电图(EEG)数据集,这些参与者来自无报告的无意失明范式,其中人脸被(非)有意识地感知。我们对脑电图数据进行源重构,首先建立鲁棒活跃区域,然后将其用于构建动态因果建模分析中的网络。动态因果模型用于估计关键竞争大脑区域,前额叶和后皮层之间的有效连通性。在此基础上,建立了二级参数贝叶斯经验模型,分析了意识和任务相关性对连通性的调节作用。虽然最初的数据驱动型搜索无法证实意识的感觉理论和额叶理论,但更直接的假设驱动型分析揭示了强有力的证据,表明这两种理论都可以解释数据,但对额叶理论的偏好非常轻微。具体来说,在后皮层关闭后向连接的模型比从PFC到感觉区域没有后向连接的模型更好地解释了意识(53%)。我们的发现为额叶皮层在意识中的微妙而关键的贡献提供了一些支持,并强调了修改当前意识理论的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neuroscience of Consciousness
Neuroscience of Consciousness Psychology-Clinical Psychology
CiteScore
6.90
自引率
2.40%
发文量
16
审稿时长
19 weeks
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