洞察力和选择的想法
Ruben E Laukkonen1, Margaret Webb2, Carola Salvi3
1Southern Cross University, Gold Coast, Australia.
Neuroscience and biobehavioral reviews
|August 20, 2023
概括
感觉的洞察力充当启发式,通过吸引注意力和建立信心,在不确定性下指导快速决策. 这种"尤里卡启发式"是通过主动推理和贝叶斯式大脑原理来解释的.
科学领域:
- 认知神经科学 认知神经科学
- 心理学 心理学 心理学
- 人工智能的人工智能
背景情况:
- 洞察力时刻对于科学,医学和艺术发现至关重要.
- 洞察的主观体验涉及注意力捕捉和直观的信心.
研究的目的:
- 在一个主动推理框架内提出和解释"尤里卡启发式"的机制.
- 阐明洞察力在不确定性下的想法选择和决策中所起的作用.
主要方法:
- 使用一个积极的推理框架来建模认知过程.
- 通过贝叶斯减少和预测错误信号来解释洞察机制.
- 整合神经生物学概念,如多巴胺精度权衡.
主要成果:
- 洞察力来自于隐含的重组,导致更高阶的预测错误.
- 洞察力的感觉归因于对预测错误的多巴胺精度加权.
- 拟议的账户与洞察力现象学,准确性和神经相关性保持一致.
结论:
- "作为精确度的洞察力"解释了洞察力的主观和客观方面.
- 欧瑞卡启发式方便快速行动,但伴随着错误信念等风险.
- 洞察力容易受到外部因素的影响,如精神活性物质和错误信息.
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