首页> 外文会议>Proceedings of 2011 11th IEEE International Conference on Cybernetic Intelligent Systems >What can the brain science of learning teach us about cybernetics?
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What can the brain science of learning teach us about cybernetics?

机译:学习的大脑科学可以教我们什么有关控制论的知识?

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The study of perception, learning, memory and recall are converging to unite the emerging brain science of learning with the field of cybernetics and to bridge the gap between the mechanistic models of brain function with the knowledge of us as being a lot more than just our brains. Human beings cannot be defined by their physical body or brain alone - just as electricity cannot be defined by the nerves through which it travels. The human brain is in fact, a system in constant flux. This distinction between the brain and the mind - that man is not a machine but has and uses a machine - the brain - is critical in understanding how we as humans learn and evolve. Recent research shows that different circuits are called upon in the brain for different activities such as math, music and reading. In addition, learning and practicing particular skills can cause corresponding areas in the brain to grow or change by adding a tiny fraction of the brain's neural circuitry and eliminating old ones. This finding is of particular interest to cybernetics which questions as to how psychological/cognitive functions are produced by brain circuits. This paper contributes to this dialogue by summarizing what we already know about the learning process in the brain and suggests how systems of communication and control operate in the brain during deep learning as for example during problem based learning.
机译:对感知,学习,记忆和回忆的研究正在融合,以将新兴的大脑学习与控制论领域结合起来,并弥合大脑功能的机械模型与我们的知识之间的差距,而不仅仅是我们大脑。不能仅凭身体或大脑来定义人类-就像不能通过行进的神经来定义电一样。实际上,人脑是一个不断变化的系统。大脑与思维之间的区别-人不是机器,而是拥有并使用机器-大脑-对于理解我们人类的学习和发展方式至关重要。最近的研究表明,大脑中需要不同的电路来进行不同的活动,例如数学,音乐和阅读。此外,学习和练习特定技能会通过增加大脑神经回路的一小部分并消除旧的神经回路,从而导致大脑中相应的区域生长或变化。这个发现对于控制论特别感兴趣,因为控制论对大脑回路如何产生心理/认知功能提出了质疑。本文通过总结我们对大脑学习过程的了解为这种对话做出了贡献,并提出了在深度学习期间(例如在基于问题的学习过程中)大脑中的交流和控制系统是如何工作的。

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