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If the nervous system can extract this hidden variable, the joint probability distribution over the sensorimotor space can be efficiently computed as P (R →, U → ) = P (U → | μ S ) P (μ S | R → ), where μ represents a rotation-specific hidden variable (Fig. 6B).
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The 5' and 3' tail stitches are efficiently computed as in Algorithm 1 [ 29].
The detailed result for any pairs of gene and SNPs can be efficiently computed and browsed online, as well as downloaded in batch mode.
· Logic restructuring with external don't-cares (in sequential circuits, subsets of unreachable states can be efficiently computed and used as external don't-cares).
Equation 7 can be efficiently computed using Dynamic Programming (DP), as summarized by Algorithm 1 below.
Even though the finite sum can be efficiently computed via fast summation algorithms, such as the fast multipole method (FMM), the periodized extension is usually treated via a different algorithm, Ewald summation, accelerated via the fast Fourier transform (FFT).
Instead we use it as a case study for integrative multicellular biological modeling and demonstrate that such models can be efficiently computed using new technological advances such as GPUs.
It can be efficiently computed exploiting the relationship with LP methods as R M mvdr ( e jω ) = 1 ∑ k = − M M μ ( k ) e − jωk (34).
A salient feature of SVM, often referred to as the kernel trick, is its ability to process large- or even infinite-dimensional patterns as soon as the inner product between any two patterns can be efficiently computed.
Its solution can be efficiently computed in polynomial time using integer programming solvers such as the Hungarian algorithm [34].
Reachable states can be efficiently computed representing the sets of states in each layer as BDDs [22] and using BDD operations such as union, intersection, and marginalization.
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