ArticleProceedings of the National Academy of Sciences of the United States of America2019
Oscillatory recurrent gated neural integrator circuits (ORGaNICs), a unifying theoretical framework for neural dynamics.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Article
- Neuronal heterogeneity of normalization strength in a circuit model.Science advances · 2026Article
- A Neural Model for V1 That Incorporates Dendritic Nonlinearities and Backpropagating Action Potentials.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Disinhibition of a recurrent attractor gates a persistent goal signal for navigation.bioRxiv : the preprint server for biology · 2025Article
- Hierarchical Neural Circuit Theory of Normalization and Inter-areal Communication.bioRxiv : the preprint server for biology · 2025Article
- Unconditional stability of a recurrent neural circuit implementing divisive normalization.Advances in neural information processing systems · 2024Article
- Cellular mechanisms of cooperative context-sensitive predictive inference.Current research in neurobiology · 2024Review
- Modeling the diverse effects of divisive normalization on noise correlations.PLoS computational biology · 2023Article
- A manifold neural population code for space in hippocampal coactivity dynamics independent of place fields.Cell reports · 2023Article
- Waves traveling over a map of visual space can ignite short-term predictions of sensory input.Nature communications · 2023Article
- Different eigenvalue distributions encode the same temporal tasks in recurrent neural networks.Cognitive neurodynamics · 2023Article
- Article
- Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data.PLoS computational biology · 2022Article
- Superimposed gratings induce diverse response patterns of gamma oscillations in primary visual cortex.Scientific reports · 2021Article
- Implicit-explicit gradient of nondual awareness or consciousness as such.Neuroscience of consciousness · 2021Article
- Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems.Frontiers in computational neuroscience · 2021Article
- A recurrent circuit implements normalization, simulating the dynamics of V1 activity.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Variable specificity of memory trace reactivation during hippocampal sharp wave ripples.Current opinion in behavioral sciences · 2020Article
- Transformation of speech sequences in human sensorimotor circuits.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Oscillatory recurrent gated neural integrator circuits (ORGaNICs), a unifying theoretical framework for neural dynamics.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
Corrections and comments
- Erratum issued
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2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Working memory is an example of a cognitive and neural process that is not static but evolves dynamically with changing sensory inputs; another example is motor preparation and execution. We introduce a theoretical framework for neural dynamics, based on oscillatory recurrent gated neural integrator circuits (ORGaNICs), and apply it to simulate key phenomena of working memory and motor control. The model circuits simulate neural activity with complex dynamics, including sequential activity and traveling waves of activity, that manipulate (as well as maintain) information during working memory. The same circuits convert spatial patterns of premotor activity to temporal profiles of motor control activity and manipulate (e.g., time warp) the dynamics. Derivative-like recurrent connectivity, in particular, serves to manipulate and update internal models, an essential feature of working memory and motor execution. In addition, these circuits incorporate recurrent normalization, to ensure stability over time and robustness with respect to perturbations of synaptic weights.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.