Applying Yoneda's lemma to consciousness research: categories of level and contents of consciousness
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper |
|---|---|
| Key points | Argues that consciousness can be characterized, and eventually defined, not by direct definition but through exhaustive descriptions of its relationships to all other consciousness, an approach mathematically founded in category theory and the Yoneda lemma. Proposes possible categories of consciousness by level and contents, empirical programs to test them, and using categorical structure as a standard for evaluating structural theories such as Integrated Information Theory. |
Abstract
Characterizing consciousness in and of itself is notoriously difficult. Any effort to define consciousness seems to evade what it tries to achieve. In particular, definitions often involve comparisons of different kinds of “consciousness” in a self-referential manner. The tautological nature of characterizing consciousness has led some scholars to propose that establishing a science of consciousness is infeasible. Here, we propose an alternative approach to characterize, and to eventually define, consciousness through exhaustive descriptions of consciousness’ relationships to all other consciousness. This approach is mathematically founded in category theory. Indeed, category theory can prove two objects A and B in a category can be equivalent if and only if all the relationships that A holds with others in the category are the same as those of B; this proof is called the Yoneda lemma. To introduce the Yoneda lemma, we gradually introduce key concepts of category theory to consciousness researchers in this paper. Along the way, we propose several possible definitions of categories of consciousness, both in terms of level and contents, through the usage of simple examples. We also propose empirical research programs that can test the validity of our proposed categories of consciousness and to improve them. We propose to use the categorical structure of consciousness as a gold standard if one tries to empirically test some structural theories of consciousness, such as Integrated Information Theory of consciousness.
Citations in the library
Cited by 6
- Explanatory profiles of models of consciousness - towards a systematic classification. Neuroscience of Consciousness August 27, 2021
- Degrees of consciousness Noûs August 4, 2022
- A Compositional Model of Consciousness Based on Consciousness-Only. Entropy (Basel, Switzerland) March 5, 2021
- Reasoning about conscious experience with axiomatic and graphical mathematics. Consciousness and Cognition October 1, 2021
- Multilayer networks as embodied consciousness interactions. A formal model approach. PsyArXiv November 17, 2021
and 1 more in the library
Cites 23
- Consciousness, accessibility, and the mesh between psychology and neuroscience. Behavioral and Brain Sciences December 1, 2007
- Are There Levels of Consciousness? Trends in Cognitive Sciences April 22, 2016
- Qualia: The Geometry of Integrated Information PLoS Computational Biology August 13, 2009
- How do the brain's time and space mediate consciousness and its different dimensions? Temporo-spatial theory of consciousness (TTC). Neuroscience & Biobehavioral Reviews September 1, 2017
- The neural correlates of consciousness: New experimental approaches needed? Consciousness and Cognition April 5, 2009
and 18 more in the library