The basic principle relies on the input information decomposition, in the same way as the pieces of a puzzle.
(2) If we run modularity-based clustering methods until convergence, they automatically determine the number of clusters relying on the input graph topology.
The initiation of a new tracker is independent of the employed filtering technique and only relies on the input data and the current state (position) of the tracks in the scene.
Relying on the input of sensory data from the bionanorobots, the fuzzy logic system will be making intelligent decisions for navigation and maneuvering and for the diagnosis and drug delivery for the tumor cell.
The WEA credit mechanism operates under a decentralized management structure, relying on the input of various collaborating partners, with no single center of accountability.
Clearly if a model fits a real neuron well enough such that given the input current it can predict precisely the output spike train, the SIEs calculated using the real neuron and the model would match perfectly (because the SIE only relies on the input and output spike trains and both would be identical in the experiment and model).
Companies like Threadless now rely on the collective input of users for decisions about what products to make; Kickstarter lets people collectively decide which projects get funded.
However, all of the aforementioned works rely on the impractical Gaussian input assumption, which often leads to substantial performance degradation in real application.
Contrastingly, the faunal abundance and diversity in non-seep sediments decrease with depth (Rex et al., 2006; Wei et al., 2010) as they rely on the organic carbon input from the photic zone (Smith et al., 2008).
