EAN: 9783319438702

ISSUES IN THE USE OF NEURAL NETWORKS IN INFORMA...

This book highlights the ability of neural networks (NNs) to be excellent pattern matchers and
their importance in information retrieval (IR)  which is based on index term matching. The book
defines a new NN-based method for learning image similarity and describes how to use fuzzy
Gaussian neural networks to predict personality.It introduces the fuzzy Clifford Gaussian
network  and two concurrent neural models: (1) concurrent fuzzy nonlinear perceptron modules 
and (2) concurrent fuzzy Gaussian neural network modules.Furthermore  it explains the design of
a new model of fuzzy nonlinear perceptron based on alpha level sets and describes a recurrent
fuzzy neural network model with a learning algorithm based on the improved particle swarm
optimization method.

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