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Knowledge Binary Information Fragment Encoding for AI System Memories

机译:AI系统内存的知识二进制信息片段编码

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Memories involve the acquisition, categorization, classification and storage of information. The purpose of memory is to provide the ability to recall information and knowledge as well as events. We base our current understanding of the world around us on what we have previously learned, and chosen to store. Everything that we do in the present relies on memories of what has happened, or what has been learned in the past, unless new memories must be created for a new experience/ information. Without our memories, we would not be able to go through day-to-day living, using abstract thought and performing the most basic functions. Without memories we wouldn't be able to drive a car, brush our teeth, or perform any of the things we do "without thinking about them." Through our conceptual recollection of the past we are able to communicate with other people. However, the human brain does not store files in neat folders or in relational databases, but instead stores information as fragments that are used to construct memories when needed. Hence, we propose a binary information fragment encoding system for use in artificial intelligence systems that can be utilized to create a combined sensory perceptive, short-term, and long-term memory system similar to how the human brain dynamically stores and recalls (reconstructs) memories.
机译:记忆涉及信息的获取,分类,分类和存储。记忆的目的是提供回忆信息和知识以及事件的能力。我们将目前对我们以前学到的世界的了解,并选择储存。除非必须为新的经验/信息创建新的记忆,否则我们所做的一切都依赖于发生的事情,或者过去已经了解到的内容。没有我们的记忆,我们将无法使用抽象思想和执行最基本的职能来度过日常生活。没有回忆,我们无法驾驶汽车,刷牙,或者在没有考虑他们的情况下执行我们所做的任何事情。“通过我们对过去的概念回忆,我们能够与其他人沟通。但是,人类大脑不会在整洁文件夹中或在关系数据库中存储文件,而是将信息存储为在需要时用于构造存储器的片段。因此,我们提出了一种用于人工智能系统的二进制信息片段编码系统,该系统可用于创建类似于人类脑如何动态存储和召回的组合感知的感知,短期和长期记忆系统(重建)记忆。

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