The Infomax algorithm maximizes the information transferred from inputs through a non-linear neural network transfer function whereas the Fast ICA algorithm maximizes independence among estimated ICs, which is achieved via maximization of negentropy, a measure of deviation from Gaussian distributions.
In detail, give an edge, say (u,υ), it is reasonable to consider that the information transferred from u to υ through the right channels.
Shane and Cable (2002, p. 366) contended that 'social obligations between connected parties, and information transfer through social relationships, influence venture finance decisions'.
The self-assembly of helical peptides and information transfer through autocatalysis and cross-catalysis are the foundation of peptide-based molecular evolution models.
However, for absorbing receivers [94], which in relation to cellular activities mimic information transfer through membrane diffusion and endocytosis/exocytosis processes, the model has to be modified to account for information molecules detection and removal from the propagation environment.
In our proposed iteratively adaptive method, we achieve this global-to-local information transfer through the combination of coarse-mesh solving using adaptive multi-scale basis functions and fine-mesh smoothing operations.
Since our code optimization procedure is based on mutual information transfer through SCF nodes as computed in (17), we seek a computationally simple Gaussian approximation which yields the maximum mutual information I s → v ( 1 ) for the messages m s → v ( 1 ), for given μ v → s ( 2 ), α, and σ2.
Information transfer through signaling molecules is considered the basic principle of communication between cells.
