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Why the Brain Cannot Be a Digital Computer: History-Dependence and the Computational Limits of Consciousness

arXiv 2503.10518 ↗First posted 13 Mar 2025physics.hist-ph cs.AI q-bio.NCcited by 0

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Abstract (arXiv)

This paper presents a novel information-theoretic proof demonstrating that the human brain as currently understood cannot function as a classical digital computer. Through systematic quantification of distinguishable conscious states and their historical dependencies, we establish that the minimum information required to specify a conscious state exceeds the physical information capacity of the human brain by a significant factor. Our analysis calculates the bit-length requirements for representing consciously distinguishable sensory "stimulus frames" and demonstrates that consciousness exhibits mandatory temporal-historical dependencies that multiply these requirements beyond the brain's storage capabilities. This mathematical approach offers new insights into the fundamental limitations of computational models of consciousness and suggests that non-classical information processing mechanisms may be necessary to account for conscious experience.

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  1. 2016End-to-end Optimized Image Compressioncited by 696

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