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Neural Networks: Computational Models and Applications

Neural Networks: Computational Models and Applications

Paperback

Series: Studies in Computational Intelligence, Book 53

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3642088716
ISBN13: 9783642088711
Publisher: Springer Nature
Published: Nov 22 2010
Pages: 300
Weight: 1.00
Height: 0.68 Width: 6.14 Depth: 9.21
Language: English
Feedforward Neural Networks and Training Methods.- New Dynamical Optimal Learning for Linear Multilayer FNN.- Fundamentals of Dynamic Systems.- Various Computational Models and Applications.- Convergence Analysis of Discrete Time RNNs for Linear Variational Inequality Problem.- Parameter Settings of Hopfield Networks Applied to Traveling Salesman Problems.- Competitive Model for Combinatorial Optimization Problems.- Competitive Neural Networks for Image Segmentation.- Columnar Competitive Model for Solving Multi-Traveling Salesman Problem.- Improving Local Minima of Columnar Competitive Model for TSPs.- A New Algorithm for Finding the Shortest Paths Using PCNN.- Qualitative Analysis for Neural Networks with LT Transfer Functions.- Analysis of Cyclic Dynamics for Networks of Linear Threshold Neurons.- LT Network Dynamics and Analog Associative Memory.- Output Convergence Analysis for Delayed RNN with Time Varying Inputs.- Background Neural Networks with Uniform Firing Rate and Background Input.

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