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A Categorical Model of General Consciousness
1Institute of Scientific and Technical Information of China, Beijing 100038, China.
Biomimetics (Basel, Switzerland)
|April 25, 2025
Summary
This study introduces a mathematical categorical model to define consciousness, quantifying it algebraically. This framework integrates natural and artificial systems, offering a unified approach to consciousness research.
Area of Science:
- Neuroscience
- Philosophy of Mind
- Artificial Intelligence
- Mathematical Modeling
Background:
- Defining consciousness remains a significant challenge in scientific research due to its philosophical underpinnings, hindering large-scale integration.
- Existing research is fragmented, lacking a unified framework to bridge natural and artificial systems.
Purpose of the Study:
- To establish a mathematical categorical model for defining consciousness.
- To quantify consciousness algebraically by integrating its common meaning across disciplines.
- To provide a framework for evaluating consciousness in both biological and artificial systems.
Main Methods:
- Extraction of essential characteristics of consciousness, particularly transitivity.
- Development of a categorical model with three hierarchical layers: objects, reflex units, and consciousness per se.
- Utilizing homomorphism to establish relationships within the model.
- Algebraic quantification of consciousness.
Main Results:
- A novel categorical model of consciousness is established.
- The model successfully quantifies consciousness algebraically.
- Functional neurons and artificial intelligence (AI) components can be integrated as variables or functions within the model.
- A framework is provided for integrating natural and artificial consciousness.
Conclusions:
- The proposed mathematical model offers a quantifiable definition of consciousness.
- This approach facilitates the integration of research across diverse fields, including neuroscience, AI, and philosophy.
- The model supports the evaluation and determination of consciousness in both biological organisms and artificial constructs.
Keywords:
cognizanceconscious Turing machinegeneral consciousnesshomomorphism of consciousnessmodel of consciousnessrecursion in neuron networksMore Related Videos
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