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Image Search Results
Journal: Computational Intelligence and Neuroscience
Article Title: A Fuzzy Shell for Developing an Interpretable BCI Based on the Spatiotemporal Dynamics of the Evoked Oscillations
doi: 10.1155/2021/6685672
Figure Lengend Snippet: The trained fuzzy classifiers in MATLAB by (a) clustering or (b) metaheuristics. (a) FCM. (b) Fuzzy classifier by RGRC.
Article Snippet: We developed in
Techniques:
Journal: PLoS ONE
Article Title: optPBN: An Optimisation Toolbox for Probabilistic Boolean Networks
doi: 10.1371/journal.pone.0098001
Figure Lengend Snippet: A preliminary model structure is required as an input for the generation of a PBN model. The generated PBN models from different experimental conditions together with the corresponding measurement data are subsequently combined to generate an integrated optimisation problem which can be solved by various optimisation algorithms. Once the optimisation algorithm(s) generate sufficient amount of good parameter sets, a statistical analysis of the optimised parameter sets (i.e., of PBN's selection probabilities) is performed to indicate the identifiability and the sensitivity of parameters through the consideration on parameters' distribution. The optPBN scripts used for each task are given in parentheses.
Article Snippet: Based on the existing functionalities of the BN/PBN toolbox , we introduce
Techniques: Generated, Selection