Pilly Praveen K, Grossberg Stephen, Seitz Aaron R
Department of Cognitive and Neural Systems, Center for Adaptive Systems, Center of Excellence for Learning in Education, Science, and Technology, Boston University, 677 Beacon St., Boston, MA 02215, USA.
Vision Res. 2010 Feb 22;50(4):424-32. doi: 10.1016/j.visres.2009.09.022. Epub 2009 Oct 1.
Studies of perceptual learning have focused on aspects of learning that are related to early stages of sensory processing. However, conclusions that perceptual learning results in low-level sensory plasticity are controversial, since such learning may also be attributed to plasticity in later stages of sensory processing or in readout from sensory to decision stages, or to changes in high-level central processing. To address this controversy, we developed a novel random dot motion (RDM) stimulus to target motion cells selective to contrast polarity by ensuring the motion direction information arises only from signal dot onsets and not their offsets, and used these stimuli in the paradigm of task-irrelevant perceptual learning (TIPL). In TIPL, learning is achieved in response to a stimulus by subliminally pairing that stimulus with the targets of an unrelated training task. In this manner, we are able to probe learning for an aspect of motion processing thought to be a function of directional V1 simple cells with a learning procedure that dissociates the learned stimulus from the decision processes relevant to the training task. Our results show direction-selective learning for the designated contrast polarity that does not transfer to the opposite contrast polarity. This polarity specificity was replicated in a double training procedure in which subjects were additionally exposed to the opposite polarity. Taken together, these results suggest that TIPL for motion stimuli may occur at the stage of directional V1 simple cells. Finally, a theoretical explanation is provided to understand the data.
知觉学习的研究聚焦于与感觉处理早期阶段相关的学习方面。然而,关于知觉学习导致低水平感觉可塑性的结论存在争议,因为这种学习也可能归因于感觉处理后期阶段或从感觉阶段到决策阶段的读出过程中的可塑性,或者归因于高级中枢处理的变化。为了解决这一争议,我们开发了一种新颖的随机点运动(RDM)刺激,通过确保运动方向信息仅来自信号点的出现而非消失,来靶向对对比度极性有选择性的运动细胞,并在任务无关的知觉学习(TIPL)范式中使用这些刺激。在TIPL中,通过将刺激与不相关训练任务的目标进行阈下配对来实现对刺激的学习。通过这种方式,我们能够用一种将学习到的刺激与与训练任务相关的决策过程分离的学习程序,来探究被认为是定向V1简单细胞功能的运动处理方面的学习情况。我们的结果表明,针对指定对比度极性的方向选择性学习不会转移到相反的对比度极性。这种极性特异性在双训练程序中得到了重复,在该程序中,受试者还接触了相反的极性。综上所述,这些结果表明,运动刺激的TIPL可能发生在定向V1简单细胞阶段。最后,提供了一个理论解释来理解这些数据。