Network dynamics reconstruction from data

Image Reconstruction from Incomplete Data

Image Reconstruction from Incomplete Data

Gene network reconstruction from microarray data

BACKGROUND Often, software available for biological pathways reconstruction rely on literature search to find links between genes. The aim of this study is to reconstruct gene networks from microarray data, using Graphical Gaussian models. RESULTS The GeneNet R package was applied to the Eadgene chicken infection data set. No significant edges were found for the list of differentially express...

image reconstruction from incomplete data

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Signal reconstruction from sampled data using neural network

For reconstructing the signal from sampling data, the method based on Shannon’s Sampling theorem is usually employed. In this method, the reconstruction error appears when the signal does not satisfy the Nyquist condition. This paper proposes a new reconstruction method by using a linear perceptron and multi layer perceptron as FIR filter. The perceptron which has the weights obtained by learni...