File: letters.net

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snns 4.1-3
  • links: PTS
  • area: non-free
  • in suites: slink
  • size: 11,580 kB
  • ctags: 6,724
  • sloc: ansic: 96,597; perl: 8,551; makefile: 792; csh: 586; yacc: 507; lex: 307; sh: 23
file content (198 lines) | stat: -rw-r--r-- 15,430 bytes parent folder | download | duplicates (2)
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SNNS network definition file V1.4-3D
generated at Thu Apr 21 14:19:32 1994

network name : letters
source files :
no. of units : 71
no. of connections : 610
no. of unit types : 0
no. of site types : 0


learning function : Std_Backpropagation
update function   : Topological_Order


unit default section :

act      | bias     | st | subnet | layer | act func     | out func
---------|----------|----|--------|-------|--------------|-------------
 0.00000 |  0.00000 | h  |      0 |     1 | Act_Logistic | Out_Identity 
---------|----------|----|--------|-------|--------------|-------------


unit definition section :

no. | typeName | unitName | act      | bias     | st | position | act func | out func | sites
----|----------|----------|----------|----------|----|----------|----------|----------|-------
  1 |          | u11      |  1.00000 |  0.00000 | i  |  1, 1, 0 |||
  2 |          | u12      |  0.00000 |  0.00000 | i  |  2, 1, 0 |||
  3 |          | u13      |  0.00000 |  0.00000 | i  |  3, 1, 0 |||
  4 |          | u14      |  0.00000 |  0.00000 | i  |  4, 1, 0 |||
  5 |          | u15      |  1.00000 |  0.00000 | i  |  5, 1, 0 |||
  6 |          | u21      |  1.00000 |  0.00000 | i  |  1, 2, 0 |||
  7 |          | u22      |  1.00000 |  0.00000 | i  |  2, 2, 0 |||
  8 |          | u23      |  0.00000 |  0.00000 | i  |  3, 2, 0 |||
  9 |          | u24      |  1.00000 |  0.00000 | i  |  4, 2, 0 |||
 10 |          | u25      |  1.00000 |  0.00000 | i  |  5, 2, 0 |||
 11 |          | u31      |  1.00000 |  0.00000 | i  |  1, 3, 0 |||
 12 |          | u32      |  0.00000 |  0.00000 | i  |  2, 3, 0 |||
 13 |          | u33      |  1.00000 |  0.00000 | i  |  3, 3, 0 |||
 14 |          | u34      |  0.00000 |  0.00000 | i  |  4, 3, 0 |||
 15 |          | u35      |  1.00000 |  0.00000 | i  |  5, 3, 0 |||
 16 |          | u41      |  1.00000 |  0.00000 | i  |  1, 4, 0 |||
 17 |          | u42      |  0.00000 |  0.00000 | i  |  2, 4, 0 |||
 18 |          | u43      |  0.00000 |  0.00000 | i  |  3, 4, 0 |||
 19 |          | u44      |  0.00000 |  0.00000 | i  |  4, 4, 0 |||
 20 |          | u45      |  1.00000 |  0.00000 | i  |  5, 4, 0 |||
 21 |          | u51      |  1.00000 |  0.00000 | i  |  1, 5, 0 |||
 22 |          | u52      |  0.00000 |  0.00000 | i  |  2, 5, 0 |||
 23 |          | u53      |  0.00000 |  0.00000 | i  |  3, 5, 0 |||
 24 |          | u54      |  0.00000 |  0.00000 | i  |  4, 5, 0 |||
 25 |          | u55      |  1.00000 |  0.00000 | i  |  5, 5, 0 |||
 26 |          | u61      |  1.00000 |  0.00000 | i  |  1, 6, 0 |||
 27 |          | u62      |  0.00000 |  0.00000 | i  |  2, 6, 0 |||
 28 |          | u63      |  0.00000 |  0.00000 | i  |  3, 6, 0 |||
 29 |          | u64      |  0.00000 |  0.00000 | i  |  4, 6, 0 |||
 30 |          | u65      |  1.00000 |  0.00000 | i  |  5, 6, 0 |||
 31 |          | u71      |  1.00000 |  0.00000 | i  |  1, 7, 0 |||
 32 |          | u72      |  0.00000 |  0.00000 | i  |  2, 7, 0 |||
 33 |          | u73      |  0.00000 |  0.00000 | i  |  3, 7, 0 |||
 34 |          | u74      |  0.00000 |  0.00000 | i  |  4, 7, 0 |||
 35 |          | u75      |  1.00000 |  0.00000 | i  |  5, 7, 0 |||
 36 |          | h1       |  0.99999 |  0.77763 | h  |  8, 0, 0 |||
 37 |          | h2       |  0.19389 |  2.17683 | h  |  8, 1, 0 |||
 38 |          | h3       |  1.00000 |  0.63820 | h  |  8, 2, 0 |||
 39 |          | h4       |  0.99997 | -1.39519 | h  |  8, 3, 0 |||
 40 |          | h5       |  0.00076 |  0.88637 | h  |  8, 4, 0 |||
 41 |          | h6       |  1.00000 | -0.23139 | h  |  8, 5, 0 |||
 42 |          | h7       |  0.94903 |  0.18078 | h  |  8, 6, 0 |||
 43 |          | h8       |  0.00000 |  1.37368 | h  |  8, 7, 0 |||
 44 |          | h9       |  0.99991 |  0.82651 | h  |  8, 8, 0 |||
 45 |          | h10      |  0.00000 |  1.76282 | h  |  8, 9, 0 |||
 46 |          | A        |  0.00972 | -1.66540 | o  | 11, 1, 0 |||
 47 |          | B        |  0.00072 | -0.29800 | o  | 12, 1, 0 |||
 48 |          | C        |  0.00007 | -2.24918 | o  | 13, 1, 0 |||
 49 |          | D        |  0.02159 | -5.85148 | o  | 14, 1, 0 |||
 50 |          | E        |  0.00225 | -2.33176 | o  | 11, 2, 0 |||
 51 |          | F        |  0.00052 | -1.34881 | o  | 12, 2, 0 |||
 52 |          | G        |  0.00082 | -1.92413 | o  | 13, 2, 0 |||
 53 |          | H        |  0.00766 | -1.82425 | o  | 14, 2, 0 |||
 54 |          | I        |  0.00038 | -1.83376 | o  | 11, 3, 0 |||
 55 |          | J        |  0.00001 | -0.87552 | o  | 12, 3, 0 |||
 56 |          | K        |  0.01608 | -2.20737 | o  | 13, 3, 0 |||
 57 |          | L        |  0.01430 | -1.28561 | o  | 14, 3, 0 |||
 58 |          | M        |  0.92158 | -1.86763 | o  | 11, 4, 0 |||
 59 |          | N        |  0.05265 | -3.52717 | o  | 12, 4, 0 |||
 60 |          | O        |  0.00024 | -1.82485 | o  | 13, 4, 0 |||
 61 |          | P        |  0.00031 | -0.20401 | o  | 14, 4, 0 |||
 62 |          | Q        |  0.00025 | -1.78383 | o  | 11, 5, 0 |||
 63 |          | R        |  0.00000 | -1.61928 | o  | 12, 5, 0 |||
 64 |          | S        |  0.00000 | -1.59970 | o  | 13, 5, 0 |||
 65 |          | T        |  0.00006 | -1.67939 | o  | 14, 5, 0 |||
 66 |          | U        |  0.01808 | -1.66126 | o  | 11, 6, 0 |||
 67 |          | V        |  0.00025 | -1.53883 | o  | 12, 6, 0 |||
 68 |          | W        |  0.01146 | -2.78012 | o  | 13, 6, 0 |||
 69 |          | X        |  0.00082 | -2.21905 | o  | 14, 6, 0 |||
 70 |          | Y        |  0.00007 | -2.31156 | o  | 11, 7, 0 |||
 71 |          | Z        |  0.00002 | -2.88812 | o  | 12, 7, 0 |||
----|----------|----------|----------|----------|----|----------|----------|----------|-------


connection definition section :

target | site | source:weight
-------|------|---------------------------------------------------------------------------------------------------------------------
    36 |      |  1: 0.95093,  6: 3.83328, 11: 1.54422, 16: 4.18840, 21: 4.59526, 26:-0.49145, 31: 3.87764,  2:-1.25735,  7: 0.87037,
                12: 2.30336, 17:-3.28721, 22:-0.43977, 27: 1.19506, 32:-0.84080,  3:-0.28938,  8:-0.26633, 13: 1.14007, 18:-4.45913,
                23:-4.97246, 28:-3.30117, 33: 3.26851,  4:-0.19479,  9: 1.33412, 14: 0.12297, 19:-5.38973, 24: 1.95843, 29:-0.28419,
                34:-1.02822,  5:-2.79300, 10:-1.97733, 15:-0.45209, 20:-0.61497, 25:-2.93415, 30: 0.01858, 35:-2.36219
    37 |      |  1:-0.93678,  6: 0.68963, 11:-0.94478, 16:-1.06968, 21:-0.47616, 26: 1.24497, 31:-2.26905,  2: 5.05817,  7:-1.69573,
                12: 2.62854, 17: 5.05391, 22:-0.37275, 27: 0.12598, 32: 0.27619,  3: 4.31231,  8: 0.62478, 13:-3.48053, 18: 5.87748,
                23:-1.45917, 28:-1.97934, 33: 1.01118,  4: 4.39595,  9:-2.78858, 14: 1.31016, 19: 3.72632, 24: 2.33514, 29:-0.08059,
                34:-0.14939,  5: 1.80792, 10: 3.66679, 15: 2.53150, 20:-1.07000, 25: 0.55837, 30: 2.11946, 35:-1.48909
    38 |      |  1: 2.44151,  6: 0.41693, 11: 2.12043, 16: 1.40761, 21: 1.83566, 26: 2.91935, 31:-1.86527,  2:-4.30113,  7:-0.30286,
                12:-0.55002, 17: 2.08524, 22: 0.63304, 27: 0.27301, 32:-2.49952,  3:-4.45485,  8: 0.11538, 13:-1.17790, 18:-2.08152,
                23: 3.14177, 28:-1.25889, 33:-6.35069,  4:-5.25082,  9: 0.01774, 14:-2.07630, 19:-0.61274, 24: 0.80456, 29: 3.92999,
                34:-3.66092,  5: 3.24401, 10: 1.88082, 15: 6.44985, 20: 3.24165, 25: 1.67858, 30: 0.08844, 35: 5.53268
    39 |      |  1: 5.17748,  6:-4.45709, 11:-0.65733, 16:-2.26190, 21:-2.69957, 26: 2.02168, 31: 3.22428,  2:-0.53604,  7:-0.23665,
                12:-1.43420, 17: 0.33409, 22:-0.74423, 27:-1.38010, 32: 3.08174,  3:-1.47186,  8: 1.23266, 13: 1.78103, 18:-0.35604,
                23:-4.42961, 28:-1.09858, 33: 2.09879,  4:-1.30835,  9: 0.79940, 14:-3.33157, 19: 0.28083, 24:-0.33909, 29:-4.23213,
                34: 1.99276,  5: 2.61433, 10:-3.56919, 15: 1.00952, 20: 2.86899, 25: 4.60206, 30: 0.92669, 35: 0.81350
    40 |      |  1: 3.03612,  6: 0.05247, 11:-3.20839, 16:-4.03382, 21:-3.55648, 26: 0.43315, 31: 1.83147,  2:-1.36818,  7: 0.86105,
                12: 0.23398, 17: 1.33895, 22: 6.03206, 27:-0.01723, 32: 0.09160,  3:-1.24209,  8:-1.59986, 13:-1.49675, 18: 1.43199,
                23:-1.07894, 28:-1.77930, 33: 1.59529,  4:-1.57236,  9: 0.74423, 14: 7.63919, 19: 0.45361, 24:-0.22173, 29: 1.35522,
                34:-0.13875,  5: 5.30719, 10: 2.13168, 15:-2.34832, 20:-5.00616, 25:-5.68355, 30:-2.52340, 35: 5.39283
    41 |      |  1:-4.41380,  6:-1.48152, 11:-2.62748, 16:-1.00557, 21:-0.06430, 26: 0.37156, 31: 3.16273,  2: 0.62385,  7: 0.88624,
                12: 3.93844, 17:-4.01591, 22: 0.76102, 27:-0.36823, 32: 0.54661,  3: 0.61398,  8:-0.26271, 13: 2.49204, 18:-2.05883,
                23: 4.15954, 28: 2.96118, 33:-3.30219,  4:-0.24202,  9: 1.56077, 14: 2.71411, 19:-7.01091, 24: 2.91032, 29: 0.92339,
                34:-0.20287,  5:-1.46062, 10: 1.79490, 15: 1.96920, 20: 3.72459, 25: 1.47043, 30: 4.08835, 35: 3.73527
    42 |      |  1: 1.97383,  6: 2.53253, 11: 2.04922, 16: 1.13969, 21: 1.81064, 26: 0.93359, 31: 8.63667,  2: 2.00783,  7: 0.64175,
                12: 0.32565, 17: 4.64358, 22: 1.02883, 27:-1.05720, 32:-0.71916,  3: 1.59021,  8:-0.90533, 13:-1.39903, 18: 2.94179,
                23:-1.00499, 28:-1.10925, 33:-3.18685,  4: 2.12575,  9: 0.36763, 14: 1.80495, 19: 3.92277, 24:-0.03493, 29: 0.02493,
                34:-0.18372,  5:-4.93490, 10: 0.26375, 15:-2.02860, 20:-5.43881, 25:-4.05726, 30:-2.10478, 35: 2.35742
    43 |      |  1: 0.07183,  6:-2.69081, 11:-1.24533, 16:-2.01347, 21:-1.36689, 26:-1.69987, 31: 2.32533,  2: 2.62022,  7:-0.29725,
                12:-2.11356, 17: 1.24788, 22: 1.23107, 27: 0.27674, 32:-2.45891,  3: 2.37195,  8: 4.58830, 13: 4.64311, 18: 1.38362,
                23: 5.17387, 28: 1.68170, 33:-2.30420,  4: 2.17011,  9: 0.86340, 14:-0.18108, 19:-0.99056, 24: 0.85782, 29: 2.49558,
                34:-2.23131,  5:-0.11916, 10:-4.39609, 15:-2.92706, 20:-5.43783, 25:-4.44580, 30:-4.01738, 35: 0.31787
    44 |      |  1:-1.27907,  6: 1.89325, 11:-0.60419, 16: 3.60368, 21: 4.24280, 26:-1.43404, 31:-4.21489,  2:-1.33817,  7: 2.80762,
                12:-2.77766, 17: 1.01698, 22:-1.97236, 27: 1.38773, 32:-2.55429,  3:-1.32448,  8:-0.06604, 13: 2.87185, 18: 0.04659,
                23: 1.95344, 28: 2.85157, 33:-0.55796,  4:-0.64082,  9: 1.92937, 14:-0.09078, 19: 5.84396, 24:-4.18878, 29:-0.60576,
                34:-2.71524,  5: 5.31087, 10:-2.08897, 15:-5.75332, 20: 2.43438, 25:-0.51546, 30: 0.96791, 35:-1.68522
    45 |      |  1:-1.22455,  6: 0.92594, 11: 1.13199, 16:-1.65062, 21:-1.41481, 26:-0.17223, 31:-5.41924,  2: 2.78828,  7: 0.82152,
                12:-3.04575, 17:-3.21280, 22:-0.23726, 27: 2.11836, 32: 2.23237,  3: 3.70101,  8:-0.01357, 13: 1.48992, 18:-4.07564,
                23: 5.96261, 28: 2.00822, 33: 2.97409,  4: 3.90943,  9: 1.54990, 14: 1.18883, 19:-1.14613, 24:-3.95307, 29: 6.16904,
                34: 2.42877,  5:-3.58017, 10: 2.31309, 15:-4.01833, 20: 0.28834, 25:-1.73688, 30:-2.46591, 35:-1.56167
    46 |      | 45:-3.97560, 44: 0.45729, 43:-1.16526, 42: 0.38939, 41: 2.80876, 40:-2.03947, 39:-3.40216, 38: 0.83883, 37: 0.06606,
                36:-4.04184
    47 |      | 45:-4.88750, 44:-3.33955, 43:-1.72110, 42: 0.94756, 41:-2.24993, 40:-1.83252, 39: 1.67287, 38:-4.09148, 37: 0.13341,
                36: 0.14327
    48 |      | 45: 1.02597, 44:-1.82773, 43:-1.04974, 42: 2.09881, 41:-0.53220, 40:-1.44995, 39:-5.39217, 38:-4.14901, 37:-1.13319,
                36: 2.75042
    49 |      | 45: 1.58579, 44:-3.38572, 43:-0.89166, 42: 2.86233, 41: 2.25429, 40:-2.74132, 39: 2.17836, 38:-2.99302, 37:-3.36512,
                36: 1.92163
    50 |      | 45:-2.95134, 44: 2.39376, 43:-2.95486, 42:-0.11771, 41:-2.41775, 40: 3.46039, 39: 1.18917, 38:-3.84901, 37:-1.18777,
                36:-0.73749
    51 |      | 45:-4.16732, 44: 2.19092, 43: 3.46879, 42: 0.44175, 41:-2.47295, 40:-0.74442, 39:-2.92263, 38:-2.95652, 37:-0.36996,
                36:-0.40437
    52 |      | 45: 1.78256, 44: 4.64443, 43:-2.50408, 42: 0.65889, 41:-2.52796, 40:-2.67163, 39:-1.76918, 38:-4.00500, 37:-2.11113,
                36:-1.73887
    53 |      | 45:-3.64449, 44: 2.60025, 43:-1.57915, 42:-0.18638, 41:-4.14214, 40:-0.91587, 39: 1.20290, 38: 2.02435, 37:-1.29185,
                36:-4.29717
    54 |      | 45:-0.45205, 44:-1.44890, 43: 5.23345, 42:-0.35289, 41: 2.43160, 40:-3.34646, 39:-1.44039, 38:-2.90558, 37:-1.74816,
                36:-1.99719
    55 |      | 45: 0.46855, 44:-2.84431, 43:-1.80938, 42:-4.49606, 41: 1.16736, 40:-1.46230, 39: 1.95800, 38:-2.53781, 37:-0.42385,
                36:-4.07946
    56 |      | 45:-1.27961, 44: 0.81393, 43: 2.66027, 42:-1.05007, 41: 0.47655, 40: 1.61141, 39:-3.04356, 38: 1.00454, 37:-4.55706,
                36: 0.72057
    57 |      | 45:-1.21679, 44:-3.13145, 43:-0.69538, 42: 0.05268, 41:-3.12564, 40: 1.13052, 39: 1.22955, 38: 0.77920, 37:-4.72063,
                36: 2.16523
    58 |      | 45:-3.44107, 44: 2.18362, 43:-1.60547, 42:-0.50213, 41: 2.47751, 40:-1.83313, 39: 0.71578, 38:-0.68265, 37:-4.84767,
                36: 1.05544
    59 |      | 45:-5.06022, 44:-5.08796, 43:-0.74552, 42:-0.67009, 41: 2.90942, 40:-3.80256, 39: 1.32546, 38: 1.07880, 37:-0.26690,
                36: 1.10170
    60 |      | 45:-0.03838, 44:-2.59148, 43:-0.98185, 42:-4.97460, 41: 1.03714, 40:-0.25143, 39:-0.89546, 38:-3.65948, 37:-0.88004,
                36: 4.49324
    61 |      | 45:-3.65178, 44:-2.61389, 43:-1.76429, 42: 1.01853, 41:-3.90286, 40:-1.55498, 39:-4.45872, 38: 1.67208, 37: 0.03571,
                36: 0.46651
    62 |      | 45: 1.17767, 44:-3.70962, 43:-1.11298, 42:-2.77810, 41: 2.22540, 40:-1.60424, 39:-4.43748, 38: 2.99848, 37:-1.45048,
                36:-0.65937
    63 |      | 45: 1.52270, 44:-2.42352, 43: 2.59287, 42: 0.19606, 41:-3.00602, 40: 0.04012, 39:-3.71706, 38: 1.64440, 37:-1.14924,
                36:-3.14334
    64 |      | 45: 3.00298, 44:-3.65709, 43:-1.65150, 42: 1.44547, 41:-3.98775, 40:-1.80459, 39: 0.79193, 38:-2.49303, 37:-1.37101,
                36:-4.02590
    65 |      | 45: 0.56820, 44: 2.37122, 43: 2.89143, 42:-4.22975, 41:-2.32045, 40: 0.87645, 39: 0.95719, 38:-2.47622, 37:-1.85889,
                36:-2.17370
    66 |      | 45:-4.13007, 44:-0.30654, 43:-0.63380, 42:-5.63405, 41:-1.78425, 40:-1.04008, 39: 2.40449, 38: 1.22761, 37: 0.04398,
                36: 1.46460
    67 |      | 45: 1.66534, 44: 1.99220, 43:-1.22676, 42:-4.09076, 41:-3.58451, 40:-0.57672, 39:-3.26485, 38: 0.85521, 37:-1.49770,
                36: 1.40745
    68 |      | 45: 0.60032, 44: 2.75100, 43:-1.17663, 42:-4.25699, 41: 1.60600, 40:-1.95581, 39: 0.27792, 38: 2.46951, 37:-2.60268,
                36:-4.23531
    69 |      | 45:-4.31415, 44:-3.41717, 43:-0.77030, 42:-1.36290, 41: 1.92319, 40: 4.34502, 39:-2.51664, 38: 0.08223, 37: 0.22057,
                36: 0.28689
    70 |      | 45: 0.54085, 44: 1.80036, 43:-2.19014, 42:-1.20720, 41: 1.54519, 40: 3.27149, 39:-4.52621, 38:-1.98454, 37:-0.70761,
                36:-2.79769
    71 |      | 45: 0.00018, 44:-4.11360, 43: 0.85345, 42: 1.19947, 41: 1.22067, 40: 4.11468, 39: 0.41652, 38:-2.90471, 37:-2.17344,
                36:-3.29634
-------|------|---------------------------------------------------------------------------------------------------------------------