Networks. A final chapter essay on mera punjab in english provides overall conclusions and suggestions for further work. In the application part of the thesis, we discuss the feasibility of using artificial neural networks for nonlinear system identification. We study some of the dynamical aspects of Hopfield networks. We develop a new associative memory model using Hopfield's continuous feedback network. A Theorem about the number of hidden units and the capacity of self-association MLP (Multi-Layer Perceptron) type network is also given in the thesis. ID Code: 3725, collection: Caltechthesis, deposited By: Imported from ETD-db, deposited On: Last Modified: 03:02, thesis Files, repository Staff Only: item control page. Degree Grantor: California Institute of Technology, division: Engineering and Applied Science, major Option: Electrical Engineering. Using this newly developed extension, Recurrent Cartesian Genetic Programming, and its application to Artificial Neural Networks, are demonstrated to be extremely competitive in the domain of series forecasting.
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The thesis continues with a study of artificial neural networks applied to communication channel equalization and the problem of call access control in broadband ATM (Asynchronous Transfer Mode) communication networks. Doctoral thesis, Durham University. This includes the presence and role of genetic redundancy in NeuroEvolution's search and whether program bloat is a limitation. PhD thesis, University of York. We develop a method for training feedback neural networks. Psaltis, Demetri, posner, Edward.
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