Table 1.
Category | Parameter | Value |
---|---|---|
External inputs | External input (stimulus, motor execution) | 0.5 |
Sensory weights | Sensory—feature forward | 0.4 |
Sensory—feature backward | 3.0 | |
Task—feature weights | (Stimulus) feature—task forward, and task—(response) feature forward | 1.3a |
(Response) feature—task backward, and task—(stimulus) feature backward | 0.2 | |
Inhibition | Excitatory to inhibitory paired unit | 1.25 |
Inhibitory to other excitatory codes within layer | −0.75 | |
Activation parameters | d a Decay parameter | 0.1b |
qa Sigmoid parameter in response function | 0.9 | |
na Sigmoid parameter in response function | 4 | |
γ Scale parameter | 0.9 | |
Noise | Mean | 0.025 |
Standard deviation | 0.001 | |
Thresholds | Voltage threshold (VT) | 0.5 |
Learning threshold (LT) | 0.55 | |
Response threshold for motor code selection | 0.7 | |
Weight parameters | Weight decay (d w) | 0.0005 |
a0.8 for ‘other’ features (i.e., key, light, sound)
b0.2 for sensory codes