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Making Sense of Multiple NCCs and the No-Report Paradigms

Qi Zhang

June 9, 2026 DOI: 10.33774/coe-2026-znkh4 (opens in new tab)

Study at a glance

AI-extracted from the abstract
Characteristics Theoretical or philosophical paper
Keywords Cognition Consciousness Process computing Cognitive model Domain mathematical analysis Cognitive systems Artificial neural network Cognitive psychology Cognitive science Artificial intelligence Executable
Key points Proposes that the Twin Cognitive Cycle model, with five stages of activation across four cognitive regions, explains multiple peaks and excessive activations in NCC studies and why no-report paradigms reduce neural activity.

Abstract

Neural correlates of consciousness (NCC) studies have faced two kinds of confounding empirical findings: multiple peaks and excessive activations recorded by ERP in the temporal domain and by fMRI in the spatial domain, respectively. These confounds have led to the well-known proposals of multiple NCCs and no-report paradigms. However, ‘the exact neural underpinnings of conscious experience remain a mystery.’ This study introduces a cognitive model, the Twin Cognitive Cycle (TCC), a system-level cognitive process model developed from an executable system simulated to generate semantic reports, to make sense of the multiple peaks and ‘overestimated’ activations. The model comprises five stages of activation occurring across four cognitive regions during the generation of a semantic report, consistent with a combination of the characteristics proposed by several multiple-NCC theories. It also offers an explanation for why no-report paradigms are able to drastically reduce neural activity.