Johnson B P, Iturrate I, Fakhreddine R Y, Bönstrup M, Buch E R, Robertson E M, Cohen L G
Human Cortical Physiology and Neurorehabilitation Section, NINDS, NIH, Bethesda, USA.
Washington University in St Louis, St. Louis, USA.
NPJ Sci Learn. 2023 Oct 6;8(1):45. doi: 10.1038/s41539-023-00194-7.
When humans begin learning new motor skills, they typically display early rapid performance improvements. It is not well understood how knowledge acquired during this early skill learning period generalizes to new, related skills. Here, we addressed this question by investigating factors influencing generalization of early learning from a skill A to a different, but related skill B. Early skill generalization was tested over four experiments (N = 2095). Subjects successively learned two related motor sequence skills (skills A and B) over different practice schedules. Skill A and B sequences shared ordinal (i.e., matching keypress locations), transitional (i.e., ordered keypress pairs), parsing rule (i.e., distinct sequence events like repeated keypresses that can be used as a breakpoint for segmenting the sequence into smaller units) structures, or possessed no structure similarities. Results showed generalization for shared parsing rule structure between skills A and B after only a single 10-second practice trial of skill A. Manipulating the initial practice exposure to skill A (1 to 12 trials) and inter-practice rest interval (0-30 s) between skills A and B had no impact on parsing rule structure generalization. Furthermore, this generalization was not explained by stronger sensorimotor mapping between individual keypress actions and their symbolic representations. In contrast, learning from skill A did not generalize to skill B during early learning when the sequences shared only ordinal or transitional structure features. These results document sequence structure that can be very rapidly generalized during initial learning to facilitate generalization of skill.
当人类开始学习新的运动技能时,他们通常会在早期表现出快速的成绩提升。目前尚不清楚在这个早期技能学习阶段所获得的知识是如何推广到新的、相关的技能上的。在这里,我们通过研究影响从技能A到不同但相关的技能B的早期学习推广的因素来解决这个问题。早期技能推广在四个实验(N = 2095)中进行了测试。受试者在不同的练习计划中先后学习了两种相关的运动序列技能(技能A和技能B)。技能A和B的序列共享顺序(即匹配按键位置)、过渡(即有序按键对)、解析规则(即不同的序列事件,如重复按键,可作为将序列分割成较小单元的断点)结构,或者不具有结构相似性。结果显示,在对技能A仅进行一次10秒的练习试验后,技能A和B之间共享的解析规则结构就出现了推广。操纵对技能A的初始练习暴露次数(1至12次试验)以及技能A和B之间的练习间隔休息时间(0 - 30秒)对解析规则结构推广没有影响。此外,这种推广不能用单个按键动作与其符号表示之间更强的感觉运动映射来解释。相比之下,当序列仅共享顺序或过渡结构特征时,在早期学习期间从技能A的学习并不能推广到技能B。这些结果证明了在初始学习期间可以非常快速地推广的序列结构,以促进技能的推广。