Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations

William Chang, Hassan Hamad, Keith M. Chugg

Standard artificial neural networks (ANNs) use sum-product or multiply-accumulate node operations with a memoryless nonlinear activation. These neural networks are known to have un…