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Formation of model-free motor memories during motor adaptation depends on perturbation schedule

机译:电机适应过程中无模型电机存储器的形成取决于扰动时间表

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摘要

Motor adaptation to an external perturbation relies on several mechanisms such as model-based, model-free, strategic, or repetition-dependent learning. Depending on the experimental conditions, each of these mechanisms has more or less weight in the final adaptation state. Here we focused on the conditions that lead to the formation of a model-free motor memory (Huang VS, Haith AM, Mazzoni P, Krakauer JW. Neuron 70: 787–801, 2011), i.e., a memory that does not depend on an internal model or on the size or direction of the errors experienced during the learning. The formation of such model-free motor memory was hypothesized to depend on the schedule of the perturbation (Orban de Xivry JJ, Ahmadi-Pajouh MA, Harran MD, Salimpour Y, Shadmehr R. J Neurophysiol 109: 124–136, 2013). Here we built on this observation by directly testing the nature of the motor memory after abrupt or gradual introduction of a visuomotor rotation, in an experimental paradigm where the presence of model-free motor memory can be identified (Huang VS, Haith AM, Mazzoni P, Krakauer JW. Neuron 70: 787–801, 2011). We found that relearning was faster after abrupt than gradual perturbation, which suggests that model-free learning is reduced during gradual adaptation to a visuomotor rotation. In addition, the presence of savings after abrupt introduction of the perturbation but gradual extinction of the motor memory suggests that unexpected errors are necessary to induce a model-free motor memory. Overall, these data support the hypothesis that different perturbation schedules do not lead to a more or less stabilized motor memory but to distinct motor memories with different attributes and neural representations.
机译:电机对外部干扰的适应依赖于多种机制,例如基于模型的学习,无模型的学习,战略学习或依赖于重复的学习。根据实验条件,这些机制中的每一种在最终适应状态下的权重或多或少。在这里,我们关注导致无模型运动记忆形成的条件(Huang VS,Haith AM,Mazzoni P,Krakauer JW。Neuron 70:787–801,2011),即,不依赖于运动记忆的记忆内部模型或学习过程中错误的大小或方向。假设这种无模型运动记忆的形成取决于摄动的时间表(Orban de Xivry JJ,Ahmadi-Pajouh MA,Harran MD,Salimpour Y,Shadmehr R. J Neurophysiol 109:124–136,2013)。在此,我们以观察为基础,通过在突然或逐渐引入粘性运动之后直接测试运动记忆的性质,在实验范式中可以识别出无模型运动记忆的存在(Huang VS,Haith AM,Mazzoni P ,Krakauer JW。Neuron 70:787–801,2011年)。我们发现,突然学习后的重新学习要比逐渐扰动要快,这表明在逐渐适应视觉运动的过程中,无模型学习会减少。另外,在突然引入扰动但运动记忆逐渐消失后存在节省,这表明必须引入意料之外的错误才能诱发无模型运动记忆。总体而言,这些数据支持以下假设:不同的扰动时间表不会导致或多或少稳定的运动记忆,而是导致具有不同属性和神经表示的不同运动记忆。

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