论文标题

行为的维度是什么意思?

What do we mean by the dimensionality of behavior?

论文作者

Bialek, William

论文摘要

“行为物理学”的努力越来越多,旨在在更复杂,自然的条件下对动物运动进行完全定量的表征。对数据爆炸的爆炸的一种反应是寻找低维结构。在这里,我试图更清楚地定义行为维度的含义,其中可观察到的行为可能由连续轨迹或离散状态的序列组成。该讨论还用于隔离行为维度有效无限的情况。我以关于定量现象学重要性的一些更一般的观点得出结论。

There is growing effort in the "physics of behavior" that aims at complete quantitative characterization of animal movements under more complex, naturalistic conditions. One reaction to the resulting explosion of data is the search for low dimensional structure. Here I try to define more clearly what we mean by the dimensionality of behavior, where observable behavior may consist either of continuous trajectories or sequences of discrete states. This discussion also serves to isolate situations in which the dimensionality of behavior is effectively infinite. I conclude with some more general perspectives about the importance of quantitative phenomenology.

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