Table 1.
Synapse model | |
---|---|
Parameters | τzi = 10 ms presynaptic Z trace time constant |
τzj = 15 ms postsynaptic Z trace time constant | |
τe = 20ms E trace time constant | |
τp = 1000 ms P trace time constant | |
κ = 1 learning rate | |
ϵ = 0.001 minimum activity |
Note that the values represent only one possible parameter set. Plausible ranges for the time constants are given in the text (Section 2.1.1). The execution time is not affected by the choice of the parameters, but, of course, the accuracy results may change when using different parameters.