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 |