Table 2. Mean dwell time for the 6000 recurrent weights that last the longest in the top 20% of the distribution.
without input correlation | with input correlation | |
log-STDP | 7.2 s | 9.0 s |
mlt-STDP | 4.5 s | 5.0 s |
The dwell times correspond to the simulations of the recurrent network in Fig. 9C. Because roughly two thirds of the initial weights in the tail (top 20%) at 200 s disappear at the following counting round, only the 6000 weights with longest dwell times are taken into account here.