Theories and models of working memory (WM) were at least since the mid-1990s dominated by the persistent activity hypothesis. The past decade has seen rising concerns about the shortcomings of sustained activity as the mechanism for short-term maintenance of WM information in the light of accumulating experimental evidence for so-called activity-silent WM and the fundamental difficulty in explaining robust multi-item WM. In consequence, alternative theories are now explored mostly in the direction of fast synaptic plasticity as the underlying mechanism.The question of non-Hebbian vs Hebbian synaptic plasticity emerges naturally in this context. In this review we focus on fast Hebbian plasticity and trace the origins of WM theories and models building on this form of associative learning.
翻译:工作记忆(WM)的理论和模型自1990年代中期以来一直被持续活动假说所主导。过去十年间,由于越来越多的实验证据支持所谓的无活动WM以及解释稳健的多项目WM的根本困难,人们对维持WM信息的短期机制的持续活动假说提出了越来越多的担忧。因此,现在探索的备选理论大多是关于快速突触可塑性作为潜在机制的方向。在这种情况下,非Hebbian与Hebbian突触可塑性的问题自然而然地出现。在本综述中,我们专注于快速的Hebbian突触可塑性,并追溯了构建基于这种联想学习形式的WM理论和模型的起源。