• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

扩展主动推理:构建超越颅骨的预测性认知。

Extended active inference: Constructing predictive cognition beyond skulls.

作者信息

Constant Axel, Clark Andy, Kirchhoff Michael, Friston Karl J

机构信息

Charles Perkins Centre The University of Sydney Sydney New South Wales Australia.

Culture, Mind, and Brain Program McGill University Montreal Quebec Canada.

出版信息

Mind Lang. 2022 Jun;37(3):373-394. doi: 10.1111/mila.12330. Epub 2020 Dec 2.

DOI:10.1111/mila.12330
PMID:35875359
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9292365/
Abstract

Cognitive niche construction is the process whereby organisms create and maintain cause-effect models of their niche as guides for fitness influencing behavior. Extended mind theory claims that cognitive processes extend beyond the brain to include predictable states of the world. Active inference and predictive processing in cognitive science assume that organisms embody predictive (i.e., generative) models of the world optimized by standard cognitive functions (e.g., perception, action, learning). This paper presents an active inference formulation that views cognitive niche construction as a cognitive function aimed at optimizing organisms' generative models. We call that process of optimization extended active inference.

摘要

认知生态位构建是生物体创建并维持其生态位的因果模型,以此作为影响适应性行为指南的过程。延展心智理论认为认知过程超出大脑范围,涵盖世界的可预测状态。认知科学中的主动推理和预测处理假定生物体体现了通过标准认知功能(如感知、行动、学习)优化的世界预测(即生成)模型。本文提出了一种主动推理公式,将认知生态位构建视为旨在优化生物体生成模型的认知功能。我们将这种优化过程称为延展主动推理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5084/9292365/62137f779507/MILA-37-373-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5084/9292365/b2f92db721c1/MILA-37-373-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5084/9292365/62137f779507/MILA-37-373-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5084/9292365/b2f92db721c1/MILA-37-373-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5084/9292365/62137f779507/MILA-37-373-g001.jpg

相似文献

1
Extended active inference: Constructing predictive cognition beyond skulls.扩展主动推理:构建超越颅骨的预测性认知。
Mind Lang. 2022 Jun;37(3):373-394. doi: 10.1111/mila.12330. Epub 2020 Dec 2.
2
Neural representation in active inference: Using generative models to interact with-and understand-the lived world.主动推理中的神经表示:使用生成模型与生活世界相互作用和理解生活世界。
Ann N Y Acad Sci. 2024 Apr;1534(1):45-68. doi: 10.1111/nyas.15118. Epub 2024 Mar 25.
3
An Introduction to Predictive Processing Models of Perception and Decision-Making.感知与决策的预测处理模型导论
Top Cogn Sci. 2023 Oct 29. doi: 10.1111/tops.12704.
4
Active inference as a theory of sentient behavior.主动推断:一种有感知行为的理论。
Biol Psychol. 2024 Feb;186:108741. doi: 10.1016/j.biopsycho.2023.108741. Epub 2024 Jan 3.
5
The Anatomy of Inference: Generative Models and Brain Structure.推理的剖析:生成模型与脑结构
Front Comput Neurosci. 2018 Nov 13;12:90. doi: 10.3389/fncom.2018.00090. eCollection 2018.
6
Osteopathic Care as (En)active Inference: A Theoretical Framework for Developing an Integrative Hypothesis in Osteopathy.整骨疗法作为(具)主动推理:整骨疗法中发展综合假设的理论框架。
Front Psychol. 2022 Feb 18;13:812926. doi: 10.3389/fpsyg.2022.812926. eCollection 2022.
7
The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.彻底具身的意识控制论贝叶斯大脑:从自由能到自由意志再回归
Entropy (Basel). 2021 Jun 20;23(6):783. doi: 10.3390/e23060783.
8
Predictive Processing in Cognitive Robotics: A Review.认知机器人中的预测处理:综述。
Neural Comput. 2021 Apr 13;33(5):1402-1432. doi: 10.1162/neco_a_01383.
9
A World Unto Itself: Human Communication as Active Inference.自成一体的世界:作为主动推理的人际交流
Front Psychol. 2020 Mar 25;11:417. doi: 10.3389/fpsyg.2020.00417. eCollection 2020.
10
Extended evolutionary psychology: the importance of transgenerational developmental plasticity.扩展进化心理学:跨代发展可塑性的重要性。
Front Psychol. 2014 Aug 20;5:908. doi: 10.3389/fpsyg.2014.00908. eCollection 2014.

引用本文的文献

1
Mindfulness, cognition, and long-term meditators: Toward a science of advanced meditation.正念、认知与长期冥想者:迈向高级冥想科学
Imaging Neurosci (Camb). 2025 Jul 18;3. doi: 10.1162/IMAG.a.82. eCollection 2025.
2
Resilience phenotypes derived from an active inference account of allostasis.源自内稳态主动推理理论的适应力表型。
Front Behav Neurosci. 2025 May 9;19:1524722. doi: 10.3389/fnbeh.2025.1524722. eCollection 2025.
3
Shifting boundaries, extended minds: ambient technology and extended allostatic control.边界的转移,扩展的思维:环境技术与扩展的稳态控制。

本文引用的文献

1
Multiscale integration: beyond internalism and externalism.多尺度整合:超越内在主义与外在主义
Synthese. 2021;198(Suppl 1):41-70. doi: 10.1007/s11229-019-02115-x. Epub 2019 Feb 21.
2
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.生态感知的主动推理方法:自然与人工具身认知的通用信息动力学
Front Robot AI. 2018 Mar 8;5:21. doi: 10.3389/frobt.2018.00021. eCollection 2018.
3
Introducing a Bayesian model of selective attention based on active inference.
Synthese. 2025;205(2):81. doi: 10.1007/s11229-025-04924-9. Epub 2025 Feb 6.
4
Active Inference in Psychology and Psychiatry: Progress to Date?心理学与精神病学中的主动推理:迄今取得的进展?
Entropy (Basel). 2024 Sep 30;26(10):833. doi: 10.3390/e26100833.
5
A computational approach to selective attention in embodied approaches to cognitive archaeology.具身认知考古学中选择性注意的计算方法。
J R Soc Interface. 2024 Oct;21(219):20240508. doi: 10.1098/rsif.2024.0508. Epub 2024 Oct 9.
6
Narrative as active inference: an integrative account of cognitive and social functions in adaptation.作为主动推理的叙事:适应中认知与社会功能的综合阐述
Front Psychol. 2024 Jun 6;15:1345480. doi: 10.3389/fpsyg.2024.1345480. eCollection 2024.
7
Surprisal From Language Models Can Predict ERPs in Processing Predicate-Argument Structures Only if Enriched by an Agent Preference Principle.只有通过主体偏好原则进行强化,语言模型的意外值才能预测谓词-论元结构处理过程中的事件相关电位。
Neurobiol Lang (Camb). 2024 Apr 1;5(1):167-200. doi: 10.1162/nol_a_00121. eCollection 2024.
8
Feeling our place in the world: an active inference account of self-esteem.感受我们在世界中的位置:自尊的主动推理解释
Neurosci Conscious. 2024 Apr 1;2024(1):niae007. doi: 10.1093/nc/niae007. eCollection 2024.
9
Aesthetics and predictive processing: grounds and prospects of a fruitful encounter.美学与预测加工:富有成效的相遇的基础和前景。
Philos Trans R Soc Lond B Biol Sci. 2024 Jan 29;379(1895):20220410. doi: 10.1098/rstb.2022.0410. Epub 2023 Dec 18.
10
A cultural-ecosocial systems view for psychiatry.一种针对精神病学的文化-生态社会系统观。
Front Psychiatry. 2023 Apr 13;14:1031390. doi: 10.3389/fpsyt.2023.1031390. eCollection 2023.
基于主动推理的选择性注意贝叶斯模型介绍。
Sci Rep. 2019 Sep 26;9(1):13915. doi: 10.1038/s41598-019-50138-8.
4
The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.预期大脑并非科学家:从生态-生成视角看自由能原理
Synthese. 2018;195(6):2417-2444. doi: 10.1007/s11229-016-1239-1. Epub 2016 Oct 21.
5
Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making.期望模式:社会从众与人类决策的主动推理模型
Front Psychol. 2019 Mar 29;10:679. doi: 10.3389/fpsyg.2019.00679. eCollection 2019.
6
Variational ecology and the physics of sentient systems.变分生态学与感知系统物理学。
Phys Life Rev. 2019 Dec;31:188-205. doi: 10.1016/j.plrev.2018.12.002. Epub 2019 Jan 7.
7
Active Inference in OpenAI Gym: A Paradigm for Computational Investigations Into Psychiatric Illness.主动推理在 OpenAI Gym 中的应用:一种用于计算精神病学研究的范例。
Biol Psychiatry Cogn Neurosci Neuroimaging. 2018 Sep;3(9):809-818. doi: 10.1016/j.bpsc.2018.06.010. Epub 2018 Jul 10.
8
Free-energy minimization in joint agent-environment systems: A niche construction perspective.联合主体-环境系统中的自由能最小化:生态位构建视角。
J Theor Biol. 2018 Oct 14;455:161-178. doi: 10.1016/j.jtbi.2018.07.002. Epub 2018 Jul 27.
9
What is cumulative cultural evolution?什么是累积文化进化?
Proc Biol Sci. 2018 Jun 13;285(1880). doi: 10.1098/rspb.2018.0712.
10
A variational approach to niche construction.变分方法在生态位构建中的应用。
J R Soc Interface. 2018 Apr;15(141). doi: 10.1098/rsif.2017.0685.