Phd thesis artificial neural network

Phd thesis artificial neural network

PhD Thesis: Neural Information Extraction From Natural Language Text. September ; for example “networks” used in contexts of artificial neural networks or biological neuron networks Estimated Reading Time: 11 mins PhD Research Topics in Neural Networks. “Neural Network relies on the neural structure of the human brain and grasps its deeds.”. It has a colossal pool of nodes with a high processing tendency. Positively, our pros are artists as they craft your research with both the heart and the mind. PhD Research Topics in Neural Networks will stay with you when you have nothing and earn great applause for blogger.comted Reading Time: 5 mins Apr 27,  · An artificial neural network is composed of many artificial neurons that are linked together according to specific network architecture. The goal of the neural community is to transform the inputs into meaningful outputs. The structure of easy Feed-Forward Neural Network (FFNN) is

Latest PhD Research Topics in Artificial Neural Network [PhD Guidance]

We use cookies to ensure that we give you the best experience on our website. By continuing to browse this phd thesis artificial neural network, you give consent for essential cookies phd thesis artificial neural network be used. You can read more about our Privacy and Cookie Policy. Chen, Jian-Rong Theory and applications of artificial neural networks. Doctoral thesis, Durham University. In this thesis some fundamental theoretical problems about artificial neural networks and their application in communication and control systems are discussed.

We consider the convergence properties of the Back-Propagation algorithm which is widely used for training of artificial neural networks, and two stepsize variation techniques are proposed to accelerate convergence. Simulation results demonstrate significant improvement over conventional Back-Propagation algorithms. We also discuss the relationship between generalization performance of artificial neural networks and their structure and representation strategy. It is shown that the structure of the network which represent a priori knowledge of the environment has a strong influence on generalization performance.

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.

In the application part of the thesis, we discuss the feasibility of using artificial neural networks for nonlinear system identification. Some advantages and disadvantages of this approach are analyzed. 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, phd thesis artificial neural network.

A final chapter provides overall conclusions and suggestions for further work. Social bookmarking:. Last Modified: Summer Disclaimer Trading name Powered by EPrints 3. A-Z Index Accessibility.

Business Colleges Departments University Research Students About the University. You are in: Home Research Durham e-Theses. Depositor Login Administrator Login. Theory and applications of artificial neural networks. Abstract In this thesis some fundamental theoretical problems about artificial neural networks and their application in communication and control systems are discussed. Quick links Latest additions Search Browse by year Browse by department. Prospective students, phd thesis artificial neural network.

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Training an Artificial Neural Network with Matlab – Machine Learning for Engineers

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Research Artificial Neural Network Thesis Topics (Ideas)

PhD Thesis: Neural Information Extraction From Natural Language Text. September ; for example “networks” used in contexts of artificial neural networks or biological neuron networks Estimated Reading Time: 11 mins PhD projects in artificial neural network is a one-stop solution for you. That is to say; you can grab all of your needs in the “ Artificial Intelligence ” from us. In fact, it is the leading as well as a hard domain blogger.comted Reading Time: 8 mins Artificial Neural Networks: A Financial Tool As Applied in the Australian Market Ph.D. Thesis by Clarence Nyap Watt Tan Bachelor of Science in Electrical Engineering Computers (), University of Southern California, Los Angeles, California, USA Master of Science in Industrial and Systems Engineering ()