用范畴论建模意识，将无意识记忆转为有意识内容。
Consciousness as a Functor
- 以函子形式构建意识理论，连接无意识与有意识记忆。
- 提出多模态语言嵌入模型MUMBLE，描述思维内部语言。
- 适合对认知科学与数学建模交叉研究者参考。
我们提出一种新的意识理论——函子意识（CF），该理论将无意识记忆中的内容接收并传递至有意识记忆。CF框架可视为Baars提出的全局工作空间理论的范畴化表述。CF将无意识过程的集合建模为柯代数的拓扑范畴。其思维内部语言定义为多模态通用米切尔-贝纳布尔语言嵌入（MUMBLE）。我们使用近期提出的通用强化学习（URL）框架，建模信息从有意识短期工作记忆到长期无意识记忆的传输。针对从长期无意识记忆向资源受限的短期记忆的传输，我们提出了一个网络经济模型。
原文摘要 · Abstract (English)
We propose a novel theory of consciousness as a functor (CF) that receives and transmits contents from unconscious memory into conscious memory. Our CF framework can be seen as a categorial formulation of the Global Workspace Theory proposed by Baars. CF models the ensemble of unconscious processes as a topos category of coalgebras. The internal language of thought in CF is defined as a Multi-modal Universal Mitchell-Benabou Language Embedding (MUMBLE). We model the transmission of information from conscious short-term working memory to long-term unconscious memory using our recently proposed Universal Reinforcement Learning (URL) framework. To model the transmission of information from unconscious long-term memory into resource-constrained short-term memory, we propose a network economic model.
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