منابع مشابه
Numerical Integration of Multivariate
In the present paper we study quasi-Monte Carlo methods to integrate functions representable by generalized Haar series in high dimensions. Using (t; m; s)-nets to calculate the quasi-Monte Carlo approximation, we get best possible estimates of the integration error for practically relevant classes of functions. The local structure of the Haar functions yields interesting new aspects in proofs ...
متن کاملMultivariate Biomedical Signal Processing
Suppose one is interested in modelling the statistical properties not of a single variable but of an entire set of variables. To focus on the statistics of every variable separately without considering the other variables would lead to incorrect results because interdependencies between the variables have been ignored. Consider, for example modelling heart rate and respiration separately. These...
متن کاملAdaptive multivariate integration using MPI
We describe a coarse grain parallel algorithm for multivariate adaptive integration using MPI. The algorithm is asynchronous in nature and allows for load balancing. Timing results show good speedups obtained on a network of workstations for a class of integrals from Bayesian statistics.
متن کاملDendritic Signal Integration
. How many excitatory synapses need to be activated before an action potential will occur in the axon? . To what degree does this number depend on the location of the synapses on the dendritic tree? . How does the spatial relationship between excitatory synapses affect dendritic integration? . How does inhibition affect the integration of excitatory synaptic inputs? . How does dendritic inhibit...
متن کاملDimensional recursion for multivariate adaptive integration
We consider multivariate integrals which can be expressed as iterated integrals over product regions. The iteration over the dimensions is applied recursively for a numerical evaluation. We evaluate a scheme for setting the tolerated error in the interface between the integration levels and address the efficiency of the resulting method with respect to time and space requirements.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature Reviews Molecular Cell Biology
سال: 2010
ISSN: 1471-0072,1471-0080
DOI: 10.1038/nrm2906