enhanced multilayer perceptron (mlp) (National Institute of Standards and Technology)
90
Structured Review
National Institute of Standards and Technology
enhanced multilayer perceptron (mlp)
Enhanced Multilayer Perceptron (Mlp), supplied by National Institute of Standards and Technology, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/enhanced+multilayer+perceptron+(mlp)/enhanced+multilayer+perceptron++mlp+/pm18276327-1-13-29
Average 90 stars, based on 1 article reviews
Enhanced Multilayer Perceptron (Mlp), supplied by National Institute of Standards and Technology, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/enhanced+multilayer+perceptron+(mlp)/enhanced+multilayer+perceptron++mlp+/pm18276327-1-13-29
Average 90 stars, based on 1 article reviews
enhanced multilayer perceptron (mlp) - by Bioz Stars,
2026-10
90/100 stars
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other:Article Title: Neural network-based systems for handprint OCR applications. Article Snippet: Over the last five years or so, neural network (NN)based approaches have been steadily gaining performance and popularity for a wide range of optical character recognition (OCR) problems, from isolated digit recognition to handprint recognition.. In this paper, we present an NN classification scheme based on an enhanced multilayer perceptron (MLP) and describe an end-to-end system for form-based handprint OCR applications designed by the National Institute of Standards and Technology (NIST) Visual Image Processing Group.. The enhancements to the MLP are based on i) neuron activations functions that reduce the occurrences of singular Jacobians; ii) successive regularization to constrain the volume of the weight space; and iii) Boltzmann pruning to constrain the dimension of the weight space. |