A Universal Developmental Code

S. Grossberg
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Abstract

This final chapter discusses far-ranging implications of the discoveries that this book describes, including lessons about how to live more fulfilling lives, how perplexing aspects of the human condition arise, and how ethical value systems and religious beliefs are sustained. Principles of our brains’ self-organizing measurement process generalize to all cellular biological organisms, and are shaped by the physical world with which our brains ceaselessly communicate and adapt. In particular, our brains’ complementary computing, uncertainty principles, and resonance have analogs in the laws of the physical world that has shaped them. A universal computational code for mental life enables a lifetime of experiences to cohere in an emerging sense of self. Complementary computing and hierarchical resolution of uncertainty require conscious states to select effective actions, and thus actively engage us in the ceaseless brain-environment perception-cognition-emotion-action feedback loop that drives brain self-organization to adapt to a changing world. Actions that lead to errors can be corrected using cognitive and cognitive-emotional processes to discover a better understanding of environmental causes and the physical laws that shape them. Symmetry-breaking between approach and avoidance outcomes in cognition and emotion provides a biological basis for morality and religion, with positive emotions facilitating sustainable motivations and empathy, while also causing negative experiences like learned helplessness, self-punitive behaviors, fetishes, and the motivations to commit evil acts. A universal developmental code uses similar STM and LTM laws for brain development, adult learning, gastrulation, organ size increases that preserve tissue form, Hydra regeneration, slime mold aggregation, and Rhodnius cuticles.
普遍的发展守则
最后一章讨论了这本书所描述的发现的广泛含义,包括如何过上更充实的生活,人类状况的令人困惑的方面是如何产生的,以及道德价值体系和宗教信仰是如何维持的。我们大脑的自组织测量过程的原理可以推广到所有的细胞生物有机体,并且是由我们的大脑不断交流和适应的物理世界塑造的。特别是,我们大脑的互补计算、不确定性原理和共振在塑造它们的物理世界的定律中有相似之处。精神生活的通用计算代码使一生的经历凝聚在一个新兴的自我意识中。互补计算和不确定性的分层解决需要有意识的状态选择有效的行动,从而积极地将我们卷入不断的大脑-环境感知-认知-情感-行动反馈循环中,推动大脑自组织适应不断变化的世界。导致错误的行为可以通过认知和认知-情感过程来纠正,从而更好地理解环境原因和形成它们的物理定律。认知和情绪中接近和回避结果之间的对称性打破为道德和宗教提供了生物学基础,积极情绪促进了可持续动机和同理心,同时也导致了习得性无助、自我惩罚行为、恋物癖和犯罪动机等消极体验。一个通用的发育代码在大脑发育、成人学习、原肠胚形成、保持组织形态的器官大小增加、水螅再生、黏菌聚集和Rhodnius角质层中使用类似的STM和LTM规律。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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