利用电磁场而非二进制数字进行计算:一条通往人工通用智能和有意识人工智能的道路。

IF 3.1 4区 医学 Q2 NEUROSCIENCES
Frontiers in Systems Neuroscience Pub Date : 2025-06-25 eCollection Date: 2025-01-01 DOI:10.3389/fnsys.2025.1599406
Johnjoe McFadden
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引用次数: 0

摘要

麦克法登的意识电磁信息(CEMI)场论提出,人脑的功能就像一台混合数字-电磁场计算机。数字计算由基于物质的神经元突触网络实现,类似于传统的数字计算机无意识地并行操作布尔逻辑门。然而,神经元的电发射和突触传递产生了大脑的非物质但同样是物理的内源性电磁(EM)输入到大脑的CEMI场。提出了利用相消波机械干涉对CEMI场进行模拟信息处理的方法。这种基于场的处理输出由电磁场敏感神经元通过电压门控离子通道上传,以产生有意识的动作。根据该理论,无意识的大脑处理只发生在电磁场不敏感的数字神经网络中,可以实现快速、并行计算,但不能形成复杂、综合的概念,因此它仅限于运动协调等任务所需的专门功能。相比之下,有意识的思维产生于电磁场的相互作用,其中整合的信息被整体编码和处理,以提供一般的智力和创造力作为其输出。因为大脑的电磁场是单一的,有意识的处理是连续发生的,这使得我们的大脑一次只能容纳一个想法。本文提出了一种开发新型混合计算机的途径,这种计算机像人类大脑一样,同样地操作两种计算模式,以提供通用智能和潜在的有意识的人工智能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computing with electromagnetic fields rather than binary digits: a route towards artificial general intelligence and conscious AI.

McFadden's conscious electromagnetic information (CEMI) field theory proposes that the human brain functions as a hybrid digital-EM field computer. The digital computations are implemented by the matter-based neuronal-synaptic network analogous to conventional digital computers operating Boolean-like logic gates nonconsciously and in parallel. Yet neuronal electrical firing and synaptic transmission generate the brain's immaterial but equally physical endogenous electromagnetic (EM) input into the brain's CEMI field. The CEMI field is proposed to implement analogue information processing through constructive and destructive wave mechanical interference. The output of this field-based processing is uploaded by EM field-sensitive neurons via voltage-gated ion channels to generate conscious actions. According to the theory, non-conscious brain processing occurs solely within the EM field-insensitive digital neuronal network, enabling fast, parallel computations, but cannot form complex, integrated concepts, so it is limited to specialised functions necessary for tasks like motor coordination. In contrast, conscious thought arises from EM field interactions, where integrated information is encoded and processed holistically to deliver general intelligence and creativity as its output. Because the brain's EM field is singular, conscious processing occurs serially, allowing our mind to hold only one thought at a time. This paper proposes a route towards developing novel hybrid computers that, like the human brain, similarly operate both modes of computation to deliver general intelligent and potentially conscious AI.

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来源期刊
Frontiers in Systems Neuroscience
Frontiers in Systems Neuroscience Neuroscience-Developmental Neuroscience
CiteScore
6.00
自引率
3.30%
发文量
144
审稿时长
14 weeks
期刊介绍: Frontiers in Systems Neuroscience publishes rigorously peer-reviewed research that advances our understanding of whole systems of the brain, including those involved in sensation, movement, learning and memory, attention, reward, decision-making, reasoning, executive functions, and emotions.
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