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Attractor Dynamics in Networks with Learning Rules Inferred from In Vivo Data

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1 Published in 2018 at "Neuron"

DOI: 10.1016/j.neuron.2018.05.038

Abstract: The attractor neural network scenario is a popular scenario for memory storage in the association cortex, but there is still a large gap between models based on this scenario and experimental data. We study a… read more here.

Keywords: firing rates; attractor dynamics; attractor; learning rules ... See more keywords

Modality-specific attractor dynamics in dyadic entrainment

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0 Published in 2021 at "Scientific Reports"

DOI: 10.1038/s41598-021-96054-8

Abstract: Rhythmic joint coordination is ubiquitous in daily-life human activities. In order to coordinate their actions towards shared goals, individuals need to co-regulate their timing and move together at the collective level of behavior. Remarkably, basic… read more here.

Keywords: attractor dynamics; specific attractor; dyadic entrainment; dynamics dyadic ... See more keywords

Attractor dynamics of a Boolean model of a brain circuit controlled by multiple parameters.

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1 Published in 2018 at "Chaos"

DOI: 10.1063/1.5042312

Abstract: Studies of Boolean recurrent neural networks are briefly introduced with an emphasis on the attractor dynamics determined by the sequence of distinct attractors observed in the limit cycles. We apply this framework to a simplified… read more here.

Keywords: attractor dynamics; circuit; model; brain ... See more keywords

Integrated information and dimensionality in continuous attractor dynamics

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0 Published in 2017 at "Neuroscience of Consciousness"

DOI: 10.1093/nc/nix011

Abstract: Abstract There has been increasing interest in the integrated information theory (IIT) of consciousness, which hypothesizes that consciousness is integrated information within neuronal dynamics. However, the current formulation of IIT poses both practical and theoretical… read more here.

Keywords: continuous attractor; integrated information; information; attractor dynamics ... See more keywords

A theory of joint attractor dynamics in the hippocampus and the entorhinal cortex accounts for artificial remapping and grid cell field-to-field variability

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0 Published in 2020 at "eLife"

DOI: 10.7554/elife.56894

Abstract: The representation of position in the mammalian brain is distributed across multiple neural populations. Grid cell modules in the medial entorhinal cortex (MEC) express activity patterns that span a low-dimensional manifold which remains stable across… read more here.

Keywords: field; theory joint; joint attractor; attractor dynamics ... See more keywords