Compared with other algorithms based on higher-order cumulants, this algorithm effectively reduces the dimension of the fourth-order cumulant matrix and reduces the computational complexity.

We go on to propose a projection-pursuit ICA algorithm designed specifically for spiking sources, which uses a particle swarm methodology to adaptively traverse a polynomial family of non-linearities ...

Kohonen, Jukka 2019. Counting graded lattices of rank 3 that have few coatoms. International Journal of Algebra and Computation, Vol. 29, Issue. 04, p. 663. Misiewicz, Jonathon P. Turney, Justin M.

Khosravi, Somaye Hosseinzadeh, Ali Asghar Kanafi, Armin Ghane and Sheikhani, Amir Hossein Refahi 2023. New methods for computing fuzzy eigenvalues and fuzzy eigenvectors of fuzzy matrices using ...

Extending a cell lineage statistics framework, here we show that a population’s growth rate can be expanded by the cumulants of a fitness landscape that characterize how fitness distributes in a ...