McGill University, Montreal, Canada.
J Neurophysiol. 2012 Mar;107(6):1711-7. doi: 10.1152/jn.00773.2011. Epub 2011 Dec 21.
Does motor learning generalize to new situations that are not experienced during training, or is motor learning essentially specific to the training situation? In the present experiments, we use speech production as a model to investigate generalization in motor learning. We tested for generalization from training to transfer utterances by varying the acoustical similarity between these two sets of utterances. During the training phase of the experiment, subjects received auditory feedback that was altered in real time as they repeated a single consonant-vowel-consonant utterance. Different groups of subjects were trained with different consonant-vowel-consonant utterances, which differed from a subsequent transfer utterance in terms of the initial consonant or vowel. During the adaptation phase of the experiment, we observed that subjects in all groups progressively changed their speech output to compensate for the perturbation (altered auditory feedback). After learning, we tested for generalization by having all subjects produce the same single transfer utterance while receiving unaltered auditory feedback. We observed limited transfer of learning, which depended on the acoustical similarity between the training and the transfer utterances. The gradients of generalization observed here are comparable to those observed in limb movement. The present findings are consistent with the conclusion that speech learning remains specific to individual instances of learning.
运动学习是否会泛化到训练中未经历过的新情况,还是运动学习本质上是特定于训练情况的?在本实验中,我们使用言语产生作为模型来研究运动学习中的泛化。我们通过改变这两组发音之间的声学相似性来测试从训练到转移发音的泛化。在实验的训练阶段,当受试者重复单个辅音-元音-辅音发音时,他们会实时接收听觉反馈,该反馈会发生变化。不同组的受试者接受不同的辅音-元音-辅音发音的训练,这些发音与后续的转移发音在初始辅音或元音方面有所不同。在实验的适应阶段,我们观察到所有组的受试者都逐渐改变了他们的言语输出以补偿干扰(改变的听觉反馈)。学习后,我们通过让所有受试者在接受未改变的听觉反馈的情况下发出相同的单个转移发音来测试泛化。我们观察到学习的有限转移,这取决于训练和转移发音之间的声学相似性。这里观察到的泛化梯度与肢体运动中观察到的梯度相当。这些发现与言语学习仍然特定于学习的各个实例的结论一致。