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Titlebook: Neural Networks and Statistical Learning; Ke-Lin Du,M. N. S. Swamy Textbook 2019Latest edition Springer-Verlag London Ltd., part of Spring

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Hopfield Networks, Simulated Annealing, and Chaotic Neural Networks,ptimization in a large search space. The annealing concept is widely used in the training of recurrent neural networks. Chaotic neural networks are recurrent neural networks introduced with chaotic dynamics. The cellular network is a generalization of the Hopfield network to a two- or higher dimensi
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Clustering I: Basic Clustering Models and Algorithms,re. Clustering methods can be derived from statistical models or competitive learning and correspondingly they can be classified into generative (or model-based) and discriminative (or similarity-based) approaches. A clustering problem can also be modeled as a COP. Clustering neural networks are sta
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charides, lipids, etc. and their assembly, although preference to respe- ive subjects may be different among readers who are more interested in their biological significance or industrial and/or medical applications. Nevert- less, characterizing or revealing their secondary structure and dynamics ma
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Ke-Lin Du,M. N. S. Swamyiological functions..Biopolymers-oriented, not just methodol‘‘Biopolymers’’ are polymeric materials of biological origin, including globular, membrane, and fibrous proteins, polypeptides, nucleic acids, po- saccharides, lipids, etc. and their assembly, although preference to respe- ive subjects may
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