Literature DB >> 28041884

Synaptic Correlates of Working Memory Capacity.

Yuanyuan Mi1, Mikhail Katkov2, Misha Tsodyks3.   

Abstract

Psychological studies indicate that human ability to keep information in readily accessible working memory is limited to four items for most people. This extremely low capacity severely limits execution of many cognitive tasks, but its neuronal underpinnings remain unclear. Here we show that in the framework of synaptic theory of working memory, capacity can be analytically estimated to scale with characteristic time of short-term synaptic depression relative to synaptic current time constant. The number of items in working memory can be regulated by external excitation, enabling the system to be tuned to the desired load and to clear the working memory of currently held items to make room for new ones.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  attractor neural networks; integrate and fire model; modeling; neural networks; rate model; short-term memory; short-term synaptic plasticity; synaptic depression; synaptic facilitation

Mesh:

Year:  2016        PMID: 28041884     DOI: 10.1016/j.neuron.2016.12.004

Source DB:  PubMed          Journal:  Neuron        ISSN: 0896-6273            Impact factor:   17.173


  31 in total

1.  Persistent Spiking Activity Underlies Working Memory.

Authors:  Christos Constantinidis; Shintaro Funahashi; Daeyeol Lee; John D Murray; Xue-Lian Qi; Min Wang; Amy F T Arnsten
Journal:  J Neurosci       Date:  2018-08-08       Impact factor: 6.167

2.  Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.

Authors:  Mikael Lundqvist; Pawel Herman; Earl K Miller
Journal:  J Neurosci       Date:  2018-08-08       Impact factor: 6.167

3.  Restoration of fMRI Decodability Does Not Imply Latent Working Memory States.

Authors:  Sebastian Schneegans; Paul M Bays
Journal:  J Cogn Neurosci       Date:  2017-08-18       Impact factor: 3.225

4.  Fundamental bound on the persistence and capacity of short-term memory stored as graded persistent activity.

Authors:  Onur Ozan Koyluoglu; Yoni Pertzov; Sanjay Manohar; Masud Husain; Ila R Fiete
Journal:  Elife       Date:  2017-09-07       Impact factor: 8.140

Review 5.  Perceptual Decision-Making: A Field in the Midst of a Transformation.

Authors:  Farzaneh Najafi; Anne K Churchland
Journal:  Neuron       Date:  2018-10-24       Impact factor: 17.173

Review 6.  Working Memory 2.0.

Authors:  Earl K Miller; Mikael Lundqvist; André M Bastos
Journal:  Neuron       Date:  2018-10-24       Impact factor: 17.173

7.  Excitatory and Inhibitory Subnetworks Are Equally Selective during Decision-Making and Emerge Simultaneously during Learning.

Authors:  Farzaneh Najafi; Gamaleldin F Elsayed; Robin Cao; Eftychios Pnevmatikakis; Peter E Latham; John P Cunningham; Anne K Churchland
Journal:  Neuron       Date:  2019-11-18       Impact factor: 17.173

Review 8.  The what, where and how of delay activity.

Authors:  Kartik K Sreenivasan; Mark D'Esposito
Journal:  Nat Rev Neurosci       Date:  2019-08       Impact factor: 34.870

9.  Induction and propagation of transient synchronous activity in neural networks endowed with short-term plasticity.

Authors:  Shengdun Wu; Kang Zhou; Yuping Ai; Guanyu Zhou; Dezhong Yao; Daqing Guo
Journal:  Cogn Neurodyn       Date:  2020-03-17       Impact factor: 5.082

10.  Drifts in Prefrontal and Parietal Neuronal Activity Influence Working Memory Judgments.

Authors:  Sihai Li; Christos Constantinidis; Xue-Lian Qi
Journal:  Cereb Cortex       Date:  2021-07-05       Impact factor: 5.357

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