Wednesday, January 29, 2020

It has been commonly believed that information in short-term memory (STM) is maintained in persistent delay-period spiking activity; experiments have revealed that information in STM can be maintained in neural passive states

Reevaluating the Role of Persistent Neural Activity in Short-Term Memory. Nicolas Y. Masse, Matthew C. Rosen, David J. Freedman. Trends in Cognitive Sciences, January 29 2020. https://doi.org/10.1016/j.tics.2019.12.014

Highlights
.    It has been commonly believed that information in short-term memory (STM) is maintained in persistent delay-period spiking activity.
.    Recent experiments have begun to question this assumption, as the strength of persistent activity appears greater for tasks that require active manipulation of the memoranda, as opposed to tasks that require only passive maintenance.
.    New experiments have revealed that information in STM can be maintained in neural ‘hidden’ states, such as short-term synaptic plasticity.
.    Machine-learning-based recurrent neural networks have been successfully trained to solve a diversity of working memory tasks and can be leveraged to understand putative neural substrates of STM.

Abstract: A traditional view of short-term working memory (STM) is that task-relevant information is maintained ‘online’ in persistent spiking activity. However, recent experimental and modeling studies have begun to question this long-held belief. In this review, we discuss new evidence demonstrating that information can be ‘silently’ maintained via short-term synaptic plasticity (STSP) without the need for persistent activity. We discuss how the neural mechanisms underlying STM are inextricably linked with the cognitive demands of the task, such that the passive maintenance and the active manipulation of information are subserved differently in the brain. Together, these recent findings point towards a more nuanced view of STM in which multiple substrates work in concert to support our ability to temporarily maintain and manipulate information.

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