Maguire, Phil, Moser, Philippe and Maguire, Rebecca (2016) Understanding Consciousness as Data Compression. Journal of Cognitive Science, 17 (1). pp. 63-94. ISSN 1598-2327
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Abstract
In this article we explore the idea that consciousness is a language-complete
phenomenon, that is, one which is as difficult to formalise as the foundations
of language itself. We posit that the reason consciousness resists scientific
description is because the language of science is too weak; its power to
render phenomena objective is exhausted by the sophistication of the brain’s
architecture. However, this does not mean that there is nothing to say about
consciousness. We propose that the phenomenon can be expressed in terms of
data compression, a well-defined concept from theoretical computer science
which acknowledges and formalises the limits of objective representation. Data
compression focuses on the intersection between the uncomputable and the finite.
It has a number of fundamental theoretical applications, giving rise, for example,
to a universal definition of intelligence (Hutter, 2004), a universal theory of prior
probability, as well as a universal theory of inductive inference (Solomonoff,
1964). Here we explore the merits of considering consciousness in such terms,
showing how the data compression approach can provide new perspectives
on intelligent behaviour, the combination problem, and the hard problem of
subjective experience. In particular, we use the tools of algorithmic information
theory to prove that integrated experience cannot be achieved by a computable
process.
Item Type: | Article |
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Keywords: | Consciousness; hard problem; data compression; artificial intelligence; integrated information; combination problem; qualia; scientific standards; algorithmic information theory; |
Academic Unit: | Faculty of Science and Engineering > Computer Science Faculty of Science and Engineering > Psychology |
Item ID: | 10327 |
Depositing User: | Phil Maguire |
Date Deposited: | 17 Dec 2018 14:39 |
Journal or Publication Title: | Journal of Cognitive Science |
Publisher: | Institute for Cognitive Science, Seoul National University |
Refereed: | Yes |
URI: | https://mural.maynoothuniversity.ie/id/eprint/10327 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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