Physics and engineering: a procedural method for determining model order for feedforward neural networks.The effects of including lateral interconnections are investigated for feed-forward neural network neural network or neural computing, computer architecture modeled upon the human brain's interconnected system of neurons. Neural networks imitate the brain's ability to sort out patterns and learn from trial and error, discerning and extracting . The architecture consists of one hidden layer with m- hidden neurons with neuron j connected fully to the inputs, the outputs, and hidden neruons [j.sup.+1]. Each hidden neuron receives two signals in the back propagation process from the output and the lateral connections. The lateral connections provide a mechanism for controlled assignment of role, and thus specialization. The simulations show an incremental assignment of role through controlled allocation of resources allocation of resources Apportionment of productive assets among different uses. The issue of resource allocation arises as societies seek to balance limited resources (capital, labour, land) against the various and often unlimited wants of their members. . A highly predictable evolution of the networks permits an estimation of the model order for a given problem. Both function approximation The need for function approximations arises in many branches of applied mathematics, and computer science in particular. In general, a function approximation problem asks us to select a function among a well-defined class that closely matches ("approximates") a target function in a and classification examples are utilized to demonstrate the procedural method for determining model order. Kkwabena Agyepong, Alcorn State University Alcorn State University, located near Lorman, Mississippi, United States, is a public land grant university. It was founded in 1871 as the nation's first state-supported higher education institution for blacks. , Alcorn State, MS 39096 |
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