通过跨学科创新重新定义认知神经动力学。

IF 3.9 3区 工程技术 Q2 NEUROSCIENCES
Cognitive Neurodynamics Pub Date : 2025-12-01 Epub Date: 2025-09-05 DOI:10.1007/s11571-025-10332-z
Alessandro E P Villa
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引用次数: 0

摘要

本文介绍了神经启发式的概念-一种新的跨学科范式,旨在通过整合分子生物学,计算,行为科学和临床神经科学的见解来推进认知神经动力学。与植根于经典决定论的传统还原论方法相比,神经启发式强调一种灵活的、解决问题的方法,用于研究多层次复杂性的大脑功能。本文探讨了脑发育和病理中遗传、表观遗传和环境因素之间的认识论相互作用。神经启发式框架旨在通过连接自下而上和自上而下的研究策略来阐明复杂的认知现象,如记忆、决策和创造力。通过结合当代技术并认识到大脑的动态、非线性特性,神经启发式提出了认知神经动力学的革命性转变,使人们能够更深入地了解人类认知、疾病机制和人工智能。通过正在进行的跨学科研究,包括神经生理障碍、计算建模和数据驱动的分析技术,证明了它的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Redefining cognitive neurodynamics through transdisciplinary innovation.

This paper introduces the concept of neuroheuristics-a novel transdisciplinary paradigm designed to advance cognitive neurodynamics by integrating insights from molecular biology, computing, behavioral science, and clinical neuroscience. Contrasted with the traditional reductionist approach rooted in classical determinism, neuroheuristics emphasizes a flexible, problem-solving methodology for investigating brain function across multiple levels of complexity. The paper explores the epistemological interplay among genetic, epigenetic, and environmental factors in brain development and pathology. The neuroheuristic framework aims to elucidate complex cognitive phenomena-such as memory, decision-making, and creativity-by bridging bottom-up and top-down research strategies. By incorporating contemporary technologies and recognizing the brain's dynamic, nonlinear properties, neuroheuristics proposes a transformative shift in cognitive neurodynamics, enabling a deeper understanding of human cognition, disease mechanisms, and artificial intelligence. Its applicability is demonstrated through ongoing interdisciplinary research spanning neurophysiological disorders, computational modeling, and data-driven analytical techniques.

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来源期刊
Cognitive Neurodynamics
Cognitive Neurodynamics 医学-神经科学
CiteScore
6.90
自引率
18.90%
发文量
140
审稿时长
12 months
期刊介绍: Cognitive Neurodynamics provides a unique forum of communication and cooperation for scientists and engineers working in the field of cognitive neurodynamics, intelligent science and applications, bridging the gap between theory and application, without any preference for pure theoretical, experimental or computational models. The emphasis is to publish original models of cognitive neurodynamics, novel computational theories and experimental results. In particular, intelligent science inspired by cognitive neuroscience and neurodynamics is also very welcome. The scope of Cognitive Neurodynamics covers cognitive neuroscience, neural computation based on dynamics, computer science, intelligent science as well as their interdisciplinary applications in the natural and engineering sciences. Papers that are appropriate for non-specialist readers are encouraged. 1. There is no page limit for manuscripts submitted to Cognitive Neurodynamics. Research papers should clearly represent an important advance of especially broad interest to researchers and technologists in neuroscience, biophysics, BCI, neural computer and intelligent robotics. 2. Cognitive Neurodynamics also welcomes brief communications: short papers reporting results that are of genuinely broad interest but that for one reason and another do not make a sufficiently complete story to justify a full article publication. Brief Communications should consist of approximately four manuscript pages. 3. Cognitive Neurodynamics publishes review articles in which a specific field is reviewed through an exhaustive literature survey. There are no restrictions on the number of pages. Review articles are usually invited, but submitted reviews will also be considered.
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