Testing with the 8 training patterns

(Note that the output activations below are in hundredths.)

epoch      162               Input:  1 0 0 0               Patterns
tss     0.0004   ecrit: 0.005        0 1 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p\   lrate: 0.500        0 0 1 0
pss     0.0004   mom:   0.900        0 0 0 1
ACTIVATIONS                             BIAS
Out:   1   1   0                        Out:  60  71-161

epoch      162               Input:  0 0 0 1               Patterns
tss     0.0008   ecrit: 0.005        0 0 1 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p/   lrate: 0.500        0 1 0 0
pss     0.0004   mom:   0.900        1 0 0 0
ACTIVATIONS                             BIAS
Out:   1   0  98                        Out:  60  71-161

epoch      162               Input:  0 0 0 0               Patterns
tss     0.0014   ecrit: 0.005        0 0 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p-   lrate: 0.500        1 1 1 1
pss     0.0006   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:   1  98   0                        Out:  60  71-161

epoch      162               Input:  0 0 1 0               Patterns
tss     0.0018   ecrit: 0.005        0 0 1 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p|   lrate: 0.500        0 0 1 0
pss     0.0004   mom:   0.900        0 0 1 0
ACTIVATIONS                             BIAS
Out:   1  99  98                        Out:  60  71-161

epoch      162               Input:  0 1 0 0               Patterns
tss     0.0028   ecrit: 0.005        0 0 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p:   lrate: 0.500        0 1 0 0
pss     0.0010   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:  97   1   1                        Out:  60  71-161

epoch      162               Input:  1 1 1 1               Patterns
tss     0.0034   ecrit: 0.005        1 0 0 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      pO   lrate: 0.500        1 0 0 1
pss     0.0006   mom:   0.900        1 1 1 1
ACTIVATIONS                             BIAS
Out:  99   1  98                        Out:  60  71-161

epoch      162               Input:  1 1 1 1               Patterns
tss     0.0043   ecrit: 0.005        1 1 1 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p*   lrate: 0.500        1 1 1 1
pss     0.0009   mom:   0.900        1 1 1 1
ACTIVATIONS                             BIAS
Out:  98  98   1                        Out:  60  71-161

epoch      162               Input:  0 1 0 1               Patterns
tss     0.0050   ecrit: 0.005        0 1 0 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p"   lrate: 0.500        0 0 0 0
pss     0.0006   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:  98  98  98                        Out:  60  71-161

Testing with the 8 corrupted patterns

(1 inverted bit in each pattern)

epoch      162               Input:  1 0 0 0               Patterns
tss     0.0201   ecrit: 0.005        0 1 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p\   lrate: 0.500        0 0 0 0
pss     0.0201   mom:   0.900        0 0 0 1
ACTIVATIONS                             BIAS
Out:  14   0   1                        Out:  60  71-161

epoch      162               Input:  0 0 0 1               Patterns
tss     0.1792   ecrit: 0.005        0 0 1 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p/   lrate: 0.500        0 1 1 0
pss     0.1591   mom:   0.900        1 0 0 0
ACTIVATIONS                             BIAS
Out:   0  30  74                        Out:  60  71-161

epoch      162               Input:  0 0 0 0               Patterns
tss     0.2089   ecrit: 0.005        0 0 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p-   lrate: 0.500        1 1 0 1
pss     0.0297   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:   8  85   1                        Out:  60  71-161

epoch      162               Input:  0 0 1 0               Patterns
tss     0.2490   ecrit: 0.005        0 0 1 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p|   lrate: 0.500        0 0 0 0
pss     0.0401   mom:   0.900        0 0 1 0
ACTIVATIONS                             BIAS
Out:  10  82  99                        Out:  60  71-161

epoch      162               Input:  0 1 0 0               Patterns
tss     0.4512   ecrit: 0.005        0 0 0 0    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p:   lrate: 0.500        0 1 1 0
pss     0.2022   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:  83  41   0                        Out:  60  71-161

epoch      162               Input:  1 1 1 1               Patterns
tss     0.5358   ecrit: 0.005        1 0 0 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      pO   lrate: 0.500        1 0 1 1
pss     0.0846   mom:   0.900        1 1 1 1
ACTIVATIONS                             BIAS
Out:  99  22  81                        Out:  60  71-161

epoch      162               Input:  1 1 1 1               Patterns
tss     0.6584   ecrit: 0.005        1 1 1 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p*   lrate: 0.500        1 1 0 1
pss     0.1226   mom:   0.900        1 1 1 1
ACTIVATIONS                             BIAS
Out:  99  75  24                        Out:  60  71-161

epoch      162               Input:  0 1 0 1               Patterns
tss     0.6843   ecrit: 0.005        0 1 0 1    p\  p/  p-  p|  p:  pO  p*  p"
cpname      p"   lrate: 0.500        0 0 1 0
pss     0.0259   mom:   0.900        0 0 0 0
ACTIVATIONS                             BIAS
Out:  93  99  85                        Out:  60  71-161