神经网络是通往自我意识的途径

P. Werbos
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引用次数: 2

摘要

使用神经网络数学来统一工程、技术、心理学和神经科学中的关键问题,已经有了重要的新的跨学科工作,并且有许多机会通过进一步推动这项工作来创造科学领域的离散革命。这种类型的研究与临床和主观的人类经验有着天然的联系——心灵的“第一人称科学”。本文讨论了为什么和如何,并给出了神经网络模型与人类经验中的关键现象之间联系的几个例子,例如弗洛伊德的“精神能量”,创伤经验的作用,对梦和创造力的解释,以及人类潜力和理智的培养,以及语言的生物学基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Neural networks as a path to self-awareness
There has been important new cross-disciplinary work using neural network mathematics to unify key issues in engineering, technology, psychology and neuroscience - and many opportunities to create a discrete revolution in science by pushing this work further. This strain of research has a natural link to clinical and subjective human experience - the “first person science” of the mind. This paper discusses why and how, and gives several examples of links between neural network models and key phenomena in human experience, such as Freud's “psychic energy,” the role of traumatic experience, the interpretation of dreams and creativity and the cultivation of human potential and sanity in general, and the biological foundations of language.
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