N |
Number of neurons |
12 |
48 |
μ |
External input firing rate |
150 Hz |
⋆ |
150 Hz |
⋆ |
wmax
|
Upper bound for each individual weight |
0.17 |
Wmax
|
Upper bound for total row/ column weight |
0.85 |
A−
|
Depression learning rate |
0.01 |
τ−
|
Depression time constant |
33.7 ms [54] |
τ+
|
Potentiation time constant |
16.8 ms [54] |
τy
|
Second potentiation time constant |
114 ms [54] |
η−
|
Depression modulation parameter |
13 |
⋆ |
13 |
τε
|
First membrane time constant |
5 ms |
τι
|
Second membrane time constant |
5 ms |
ν |
Scaling parameter of learning rate |
3.5 ×10−4
|
ψ |
Heterosynaptic competition scaling parameter |
0.7 |