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| Авторизация |
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| Поиск по указателям |
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| Hristev R.M. — The artificial neural network book |
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| Предметный указатель |
Newton direction 233
Noise 52 97 98 186 253
Norm,  192
Norm, Euclidean 102 107 189
NP-problem 60
Occam factor 293
Operator Nabla 126
Outlier 113 188 193 343
Overadaptation 142
Overtraining 16
Parzen window see "Function kernel"
Path 307
Pattern 111
Pattern reflectance 71
Pattern space 112
Perceptron 136 144 179
Polak — Ribiere formula 230
Postprocessing 237
Prediction 191
Preprocessing 237 248
Principal component 243 245
Probability, class-conditional 342
Probability, density 343
Probability, distribution 342 343
Probability, doubt 117
Probability, join 341
Probability, misclassification 116
Probability, posterior 116 197 342
Probability, prior 341
Pruning 266
Random walking 296
Rayleigh quotient 38 328
Recursive model 314
Reflectance pattern see "Pattern reflectance"
Regression 112
Regularization 115 247 255
Regularization parameter 176 248 255
Regularization, weight decay 280
Reject area 119
Rejects 113
Representation, averaging 299
Representation, marginal 313
| Representation, potential 314
Representation, set-chain 117 see marginal
Self organizing maps see "SOM"
Sequential parameter estimation 123
Set, learning 10 114
Set, test 15 199
Set, training 253
Set, validation 218 258
signal function see "Function activation"
SOM 40
SuperSAB see "Algorithm backpropagation SuperSAB"
Theorem, Noiseless Coding 211
Training see "Learning"
Variance 191 218 238 254 343
Variance, average 254
Variance, input dependent 193
Vector, binary 50 96 99 136 155
Vector, bipolar iv 50 52 53
Vector, bynary iv
Vector, code 366
Vector, normal distribution 349
Vector, orthogonal 50
Vector, target 114 197
Vector, target, large 203
Vector, threshold 55
Vertex 307
Vertex, child 307
Vertex, parent 307
Vertex, root 307
Vigilance parameter 97
Weight 112
Weight decay see "Regularization weight
Weight, effective number 274 289
Weight, saliency 266
Weight, shared 250
Weight, shared, soft 261
Weight, space 31 39
Weight, symmetry 161 215
Weight, well-determined 289
Whitening 238
Winner-takes-all see "Layer competitive"
XOR problem 134
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