论文标题
知识作为无知的果实:我们思维方式的全球自由能力原则
Knowledge as Fruits of Ignorance: A global Free Energy Principle of our way of thinking
论文作者
论文摘要
在第二篇文章中,我们简单地使用了“ Jaynes&Shannon受到约束的无知和惊喜”所定义的无知。通过举例说明一个人的旅程,我们认为展示了一些简单,明显但数学编码的哲学含义,以了解我们如何思考,学习和记忆。在这个基本模型中,我们将分开我们如何从无知中学习,以及我们如何使用贝叶斯公式预期世界,但是两者都应该更纠缠以最好地反映现实。实际上,正如我们在完成这项工作后看到的那样,对构成一个人的系统应用无知,最终是其本地对应物的全球方法,这些方法是在神经元,细胞和其他复杂能量原理(使用自由能原理)中描述的系统,一种更为复杂和详细的方法。因此,从一个人看,本文的目的是表明自由能原理的应用的另一个方面,代表了被限制的香农熵,并导致贝叶斯的形象。我们表明,仅将无知作为一个数量,并且它的最小化为主要过程,我们可以考虑他的理解,断言,怀疑和假设对他如何看待世界,并通过数学上描述它们。
In this second article, we show a simple use of the Ignorance as defined in "Jaynes & Shannon's Constrained Ignorance and Surprise". By giving an example about the journey of a person, we believe to show some simple, obvious but mathematically encoded philosophical implications about how we could think, learn and memorize. In this basic model we will separate how we learn from Ignorance, and how we anticipate the world using Bayes formula, both should however be more entangled to best reflect reality. In fact, as we have seen after achieving this work, applying Ignorance on the system constituting a person finally turns out to be the global approach of its local counterpart on systems like neurons, cells and other complex probabilistic systems, described using the free energy principle, a much more complex and detailed approach. The aim of this article is therefore to show, as seen from a person, another aspect of the application of the free energy principle which represents the constrained Shannon's entropy, and leads to Bayes'formula. We show that, using only ignorance as a single quantity, and its minimization as the main process, we can take into account his understandings, assertions, doubts and assumptions about how he perceives the world, by describing them mathematically.