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Nature of the Activity
The Bavesian Approach
Patterns with Nonnumeric Feature Values
9 other sections not shown
adaptive pattern recognition algorithm approach array associative memory basis Bayesian belongs to class blond Chapter class Cj class membership classification cluster components concept content-addressable memories crisp decision rule decision tree defined delta rule described discriminant discussion distinct descriptors distorted Entropy estimation Euclidean distance example extension principle feature values functional link functional-link fuzzy set fuzzy-set theory Grossberg Hamming distance heuristic hidden layer Hinton holographic associative memory Hopfield hyperplanes IEEE implemented input pattern input space Kohonen large number Liapunov function linear machines manner mapping matrix MAXNET membership function membership-function values metric nets neural networks neurons node obtained operations output parallel distributed processing pattern space Perceptron pixels possible printf problem procedure processors reasonably tall representation represented Rumelhart sample scanf schematically self-organization shown in Figure similar statistical structure supervised learning system error task tern threshold tion units unsupervised vector weights