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      Dynamic hidden states underlying working memory guided behaviour

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          Abstract

          Recent theoretical models propose that working memory is mediated by rapid transitions in ‘activity-silent’ neural states (e.g., short-term synaptic plasticity). According to the dynamic coding framework, such hidden state transitions flexibly configure memory networks for memory-guided behaviour, and dissolve them equally fast to allow forgetting. We developed a novel perturbation approach to measure mnemonic hidden states in electroencephalogram (EEG). By ‘pinging the brain’ during maintenance, we show that memory item-specific information is decodable from the impulse response, even in the absence of attention and lingering delay activity. Moreover, hidden memories are remarkably flexible: An instruction cue that directs people to forget one item is sufficient to wipe the corresponding trace from the hidden state. In contrast, temporarily unattended items remain robustly coded in the hidden state, decoupling attentional focus from cue-directed forgetting. Finally, the strength of hidden-state coding predicts the accuracy of working memory guided behaviour, including memory precision.

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          Most cited references40

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          Cellular basis of working memory

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            Persistent activity in the prefrontal cortex during working memory.

            The dorsolateral prefrontal cortex (DLPFC) plays a crucial role in working memory. Notably, persistent activity in the DLPFC is often observed during the retention interval of delayed response tasks. The code carried by the persistent activity remains unclear, however. We critically evaluate how well recent findings from functional magnetic resonance imaging studies are compatible with current models of the role of the DLFPC in working memory. These new findings suggest that the DLPFC aids in the maintenance of information by directing attention to internal representations of sensory stimuli and motor plans that are stored in more posterior regions.
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              Synaptic theory of working memory.

              It is usually assumed that enhanced spiking activity in the form of persistent reverberation for several seconds is the neural correlate of working memory. Here, we propose that working memory is sustained by calcium-mediated synaptic facilitation in the recurrent connections of neocortical networks. In this account, the presynaptic residual calcium is used as a buffer that is loaded, refreshed, and read out by spiking activity. Because of the long time constants of calcium kinetics, the refresh rate can be low, resulting in a mechanism that is metabolically efficient and robust. The duration and stability of working memory can be regulated by modulating the spontaneous activity in the network.
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                Author and article information

                Journal
                9809671
                21092
                Nat Neurosci
                Nat. Neurosci.
                Nature neuroscience
                1097-6256
                1546-1726
                24 March 2017
                17 April 2017
                June 2017
                17 October 2017
                : 20
                : 6
                : 864-871
                Affiliations
                [1 ]Department of Experimental Psychology, University of Groningen, Groningen, The Netherlands
                [2 ]Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
                Author notes
                Corresponding author: Mark G. Stokes, mark.stokes@ 123456psy.ox.ac.uk
                Article
                EMS72045
                10.1038/nn.4546
                5446784
                28414333
                12d2d689-99ea-4c99-881a-11970570f529

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                Neurosciences
                Neurosciences

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