认知的到来:自组织和自由能
Cognition coming about: self-organisation and free-energy
摘要:
Wright和Bourkes在一篇引人注目的文章中正确地指出,现有的胚胎发生模型未能解释神经元之间动态连接的机制和功能意义。我们追求他们的帐户动态逻辑呼吁马尔可夫毯形式主义,支持自由能原则。我们认为,这使得一个模型的胚胎发生的自组织在一个动态系统,最大限度地减少自由能。随后的形式主义也可以扩展到解释认知的自主出现,特别是在大脑中,作为一个动态的自我组装过程。
英文摘要:
Wright and Bourkes compelling article rightly points out that existing models of embryogenesis fail to explain the mechanisms and functional significance of the dynamic connections among neurons. We pursue their account of Dynamic Logic by appealing to the Markov blanket formalism that underwrites the Free Energy Principle. We submit that this allows one to model embryogenesis as self-organisation in a dynamical system that minimises free-energy. The ensuing formalism may be extended to also explain the autonomous emergence of cognition, specifically in the brain, as a dynamic self-assembling process.
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