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Significance Oscillatory recurrent gated neural integrator circuits (ORGaNICs) are a family of recurrent neural circuits that can simulate a wide range of neurobiological phenomena, various of which have each been explained by different models. This theoretical framework can be used to simulate neural activity with complex dynamics, including sequential and traveling waves of activity. When used to model cognitive processing in the brain, these circuits can both maintain and manipulate information during a working memory task. When used to model motor control, these circuits convert spatial patterns of premotor activity to temporal profiles of motor control activity. ORGaNICs offer a conceptual framework; rethinking cortical computation in these terms should have widespread implications, motivating a variety of experiments.

Oscillatory recurrent gated neural integrator circuits (ORGaNICs), a unifying theoretical framework for neural dynamics