Computational Explanation of Consciousness:A Predictive Processing-based Understanding of Consciousness

Journal of Human Cognition 8 (2):39-49 (2024)
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Abstract

In the domain of cognitive science, understanding consciousness through the investigation of neural correlates has been the primary research approach. The exploration of neural correlates of consciousness is focused on identifying these correlates and reducing consciousness to a physical phenomenon, embodying a form of reductionist physicalism. This inevitably leads to challenges in explaining consciousness itself. The computational interpretation of consciousness takes a functionalist view, grounded in physicalism, and models conscious experience as a cognitive function, elucidated through computational means. This paper posits that predictive processing offers a fresh paradigm for comprehending human cognition and serves as a neural foundation for the computational elucidation of consciousness. Additionally, free energy theory, as a mathematical construct explaining the predictive processing model, furnishes a theoretical scaffold for understanding consciousness computationally.

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Connecting Conscious and Unconscious Processing.Axel Cleeremans - 2014 - Cognitive Science 38 (6):1286-1315.
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A sensorimotor account of vision and visual consciousness.J. Kevin O’Regan & Alva Noë - 2001 - Behavioral and Brain Sciences 24 (5):883-917.
Making sense of emergence.Jaegwon Kim - 1999 - Philosophical Studies 95 (1-2):3-36.
The free-energy principle: a unified brain theory?Karl Friston - 2010 - Nature Reviews Neuroscience 11 (2):127–18.
New directions in predictive processing.Jakob Hohwy - 2020 - Mind and Language 35 (2):209-223.

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