Artificial neural networks with an infinite number of nodes

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Abstract

A new class of Artificial Neural Networks is described incorporating a node density function and functional weights. This network containing an infinite number of nodes, excels in generalizing and possesses a superior extrapolation capability.

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Blekas, K., & Lagaris, I. E. (2017). Artificial neural networks with an infinite number of nodes. In Journal of Physics: Conference Series (Vol. 915). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/915/1/012006

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