Filho, E. C. B. C., D. L. Bisset, and M. C. Fairhurst (1990, July). A goal seeking neuron for Boolean neural networks. In Proc. International Neural Networks Conference, Volume 2, Paris, France, pp. 894--897.  Home/Search   Document Not in Database   Summary   Related Articles

.... easy . 1 Introduction Research on neural network models in Computer Science has developed rapidily in the last years. One of the fundamental reasons for this exciting activity is the practical outcomes obtained by using learning algorithms (Ackley et al. 1985; Barto 1990; Rumelhart et al. 1986; Filho et al. 1990; Guan et al. 1994) However, most of such algorithms are very time consuming. When networks get larger and deeper the learning process may become very inefficient. The present methodology towards solving this problem is concerned mainly with the development of new learning algorithms and with the ....

....the learning paradigm in question, i.e. the supervised learning. There are other types of supervised learning. For instance, there are some algorithms which allow noise in the input pattern, and others which even allow that only a percentage of items in the training set be retrieved correctly (Filho 1990). The previous 5 steps defines a model for on line learning. An on line system is one that guesses a response to each input before it is told the required response. In spite of its simplicity, this learning model is common both in computational learning theory and in neural network applications. ....

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Filho, E. C. B. C., D. L. Bisset, and M. C. Fairhurst (1990, July). A goal seeking neuron for Boolean neural networks. In Proc. International Neural Networks Conference, Volume 2, Paris, France, pp. 894--897.

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