English(EN) Observable Performance Does Not Fully Reflect System Organization: A Multi-Level Analysis of Gait Dynamics Under Occlusal Constraint

新研究探讨了可观察的性能可能无法完全反映自适应系统中的系统组织。

作者 PulseAugur 编辑部 · [2 个来源] · 2026-05-01 16:48

本研究论文探讨了自适应神经力学系统中可观察的性能与底层系统组织之间的关系。研究以一名帕金森病患者为对象，通过操纵咬合垂直距离（VDO），发现相似的可观察性能指标可能对应于不同的内部系统状态。研究结果强调了仅依赖聚合性能数据的局限性，并建议需要进行多层次分析来理解系统动力学。 AI

影响本研究探讨了自适应系统性能指标的局限性，这可能影响我们如何评估和理解AI模型。

排序理由在arXiv上发表的学术论文。

AI 生成摘要 · Google Gemini · 来自 2 个来源。我们如何撰写摘要 →

报道来源 [2]

arXiv cs.LG TIER_1 English(EN) · Jacques Raynal, Pierre Slangen, Jacques Margerit · 2026-05-04 04:00

Observable Performance Does Not Fully Reflect System Organization: A Multi-Level Analysis of Gait Dynamics Under Occlusal Constraint

arXiv:2605.00778v1 Announce Type: new Abstract: In biomechanical systems, observable performance is often used as a proxy for underlying system organization. However, this assumption implicitly presumes a correspondence between output metrics and internal system states that may n…
arXiv cs.LG TIER_1 English(EN) · Jacques Margerit · 2026-05-01 16:48

Observable Performance Does Not Fully Reflect System Organization: A Multi-Level Analysis of Gait Dynamics Under Occlusal Constraint

In biomechanical systems, observable performance is often used as a proxy for underlying system organization. However, this assumption implicitly presumes a correspondence between output metrics and internal system states that may not hold in adaptive systems. In this study, the …