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Add models with exact and simplified NMDA dynamics according to Brunel and Wang (2001) #2979
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@janskaar Thanks! Here is my initial review after looking at the implementation of the model.
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See my comments in the code, we can discuss directly later.
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
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@janskaar Thanks, looks good now!
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Impressive work! I only have a few non-critical comments that you may consider, so I'll go ahead and approve 👍
Co-authored-by: Nicolai Haug <[email protected]>
Co-authored-by: Nicolai Haug <[email protected]>
Co-authored-by: Nicolai Haug <[email protected]>
Co-authored-by: Hans Ekkehard Plesser <[email protected]>
Co-authored-by: Nicolai Haug <[email protected]>
Co-authored-by: Nicolai Haug <[email protected]>
Co-authored-by: Nicolai Haug <[email protected]>
Update: Removed draft.
Adds iaf_wang_2002, a model with a conductance based exponential synapse with extra dynamics, from [1]. The model is simplified to allow efficient computation, by taking$t_\mathrm{AMPA,rise} \to 0$ and modelling it as a delta function. Since $t_\mathrm{AMPA,rise} \ll t_\mathrm{AMPA,decay}$ , this should not make too much of a difference.
[1] Wang, X. J. (2002). Probabilistic decision making by slow reverberation in cortical circuits. Neuron, 36(5), 955-968.
DOI: https://doi.org/10.1016/S0896-6273(02)01092-9