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. Author manuscript; available in PMC: 2020 Sep 23.
Published in final edited form as: Nat Neurosci. 2020 Mar 23;23(4):544–555. doi: 10.1038/s41593-020-0607-9
Parameter Notation Value

KC coding level f 0.1
Max. KC-to-MBON synaptic weight wmax 1/(NKCf)
Timing-dependent plasticity window τ 5
Timescale of weight modifications τW 5
Initial MBON rate m0 0
Initial DAN rate d0 0.1
Initial FB neuron rate x0 0.1
CS/US presentation length Tstim 3
CS-US delay ΔTUS 2
Trial length T 80
Timestep Δt 0.5
RMSprop learning rate η 0.002
Batch size B 30
Number of epochs Nepochs 1500