The Jensen-shannon divergence. JA Menéndez,L Pardo,MC Pardo. Journal of the Franklin Institute Engineering and Applied Mathematics . 1997Men´endez, M. L., Pardo, J. A., Pardo, L. and Pardo, M. C. (1997d). The Jensen- Shannon divergence. Journal of the Franklin Institute, 334, ...
We then compute the depth-based complexity trace of a graph by measuring how the Jensen-Shannon divergence varies with increasing layers of the subgraphs. The required Shannon or von Neumann entropies are computed on the condensed subgraph family of the graph. We perform graph clustering in the ...
We study quantum coherence in a spin chain with both symmetric exchange and antisymmetric Dzyaloshinsky-Moriya couplings. Quantum coherence is quantified using the recently introduced quantum Jensen-Shannon divergence, which has the property that it is e
A pan-cancer spatial single-cell transcriptome atlas.aSchematic depicting the study design. The cancer types included in this pan-cancer study were displayed in the first image on the left, created by Figdraw.bThe number of samples in the pan-cancer analysis of scRNA-seq and ST.cPie chart ...
2) that differed in terms of instrumental divergence and, sometimes, expected value. We formalize the instrumental divergence of a gambling room as the Jensen-Shannon (JS) divergence3 of the token probability distributions for the two actions available in that room. Let P1 and P2 be the ...
To explore the sythetic experiment further, and to generate the Jensen-Shannon divergence plots, you can check out the notebooksynth.ipynb. Unsupervised and Semi-Supervised Learning on benchmark datasets MNIST, CIFAR10, CelebA, SVHN bayesian_gan_hmcscript allows to train the model on standard and...
in the latter period are used to continue developing the topics in the previous period. As for topics with different tags in the two periods, the association between topics needs to be judged by the similarity. Here we use Jensen-Shannon divergence to characterize the similarity of two topics:...
In our experiments, we used Canny to detect the edges of the text regions. Researchers such as Atae-Allah et al.[24]and Barranco et al.[25]propose usingJensen-Shannon divergenceas an alternative technique to detect edges; it would be interesting to apply that technique in our setting. ...
To link the regulatory functions predicted by the GRN to individual cell clusters, we searched for the critical regulators for cell identity by calculating the regulon specificity score (RSS) for the cell clusters based on Jensen-Shannon divergence and regulon activity scores (RAS) using the AUCell...
Ancient wolf genome reveals an early divergence of domestic dog ancestors and admixture into high-latitude breeds. Curr. Biol. 25, 1515–1519 (2015). Article CAS PubMed Google Scholar Wang, G. D. et al. Out of southern East Asia: the natural history of domestic dogs across the world. ...