Table 7.
Summary of parameters used in DSE1 and DSE2.
Parameter | SNN algorithm | Scale of variation | Experiment |
---|---|---|---|
Learning rate, η | RD-STDP & STDP-tempotron | Logarithmic | DSE1 |
Threshold adaptation amp., Δθ | RD-STDP & STDP-tempotron | Logarithmic | DSE1 |
EPSC current, Axe | STDP-tempotron | Find ballpark and vary linearly | DSE1 |
Network size, Ne | RD-STDP & STDP-tempotron | Linear | DSE2 |