Table 4.
Condition | Input | %Remain | %Core | %Dynam |
---|---|---|---|---|
STDP PARAMETER VARIATIONS | ||||
Reduced rate | RS | 48.968 | 69.583* | 30.417 |
Reduced window | RS | 45.794 | 68.247* | 31.753 |
Symmetric STDP | RS | 51.409 | 58.819* | 41.181 |
Reduced rate | RA | 53.484 | 63.952* | 36.048 |
Reduced window | RA | 51.159 | 60.884* | 39.116 |
Symmetric STDP | RA | 53.735 | 57.772* | 42.228 |
Reduced rate | IS | 44.063 | 75.295* | 24.705 |
Reduced window | IS | 44.074 | 70.546* | 29.454 |
Symmetric STDP | IS | 47.276 | 63.807 | 36.193 |
Reduced rate | IA50 | 55.817 | 64.173* | 35.827 |
Reduced window | IA50 | 51.893 | 61.96* | 38.04 |
Symmetric STDP | IA50 | 55.127 | 56.818* | 43.182 |
Reduced rate | IA12 | 55.733 | 62.738* | 37.262 |
Reduced window | IA12 | 54.32 | 56.463* | 43.537 |
Symmetric STDP | IA12 | 55.933 | 55.349* | 44.651 |
NETWORK PARAMETER VARIATIONS | ||||
Reduced weight | RS | 95.059 | 12.962** | 87.038* |
Asymmetric weight | RS | 50.251 | 57.015* | 42.985** |
Sparse | RS | 80.019 | 27.897** | 72.103* |
Stationary input | RS | 36.129 | 82.943* | 17.057** |
Reduced weight | RA | 99.995 | 3.779** | 96.221* |
Asymmetric weight | RA | 55.443 | 47.616** | 52.384* |
Sparse | RA | 79.937 | 25.908** | 74.092* |
Stationary input | RA | 39.878 | 69.582* | 30.418** |
Reduced weight | IS | 86.906 | 11.026** | 88.974* |
Asymmetric weight | IS | 46.403 | 59.937* | 40.063** |
Sparse | IS | 67.277 | 36.371** | 63.629* |
Stationary input | IS | 34.629 | 84.903* | 15.097** |
Reduced weight | IA50 | 100 | 0** | 100* |
Asymmetric weight | IA50 | 56.819 | 47.475* | 52.525** |
Sparse | IA50 | 94.672 | 10.072** | 89.928* |
Stationary input | IA50 | 48.617 | 56.872* | 43.128** |
Reduced weight | IA12 | 100 | 0** | 100* |
Asymmetric weight | IA12 | 55.709 | 50.969* | 49.031** |
Sparse | IA12 | 83.92 | 23.267** | 76.733* |
Stationary input | IA12 | 49.481 | 57.518* | 42.482** |
Indicates significant increase in value compared to original simulations (t ≥ 3.25).
Indicates significant decrease in value compared to original simulations (t ≤ −3.25).
The total percent of triads remaining (3rd column) was not subjected to significance testing.