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Non-reversible Gaussian processes for identifyinglatent dynamical…
https://cbl.eng.cam.ac.uk/publications/rutten-neurips-2020.pdf25 Jun 2024: We set out to bridge these two classes of models by imparting some notion of “dynamics” to GP-basedmodels. ... gω (t) =. [ejωt. bejωt. ]for some b C, (33). (with the understanding that the two signs are “tied”, i.e. -
Neuron Article Optimal Control of Transient Dynamicsin Balanced…
https://cbl.eng.cam.ac.uk/publications/hennequin-neuron-2014.pdf25 Jun 2024: haviors. Some initial conditions result in fast monotonous decay. toward rest, whereas others drive large transient deviations from. ... ically (Figure 3B, top), because some units become more. active and others become less active than baseline. -
The stabilized supralinear network accounts for the contrast…
https://cbl.eng.cam.ac.uk/publications/holt-biorxiv-2023.pdf25 Jun 2024: peak. We thus explain this approxi-mation with some detail here (see Methods for further de-tails). ... 2A and D). Furthermore, many two-populationnetworks produced peak frequencies that were in thegamma band (30 - 80 Hz) for all contrast
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