We demonstrated that, despite the large decrease in their excitatory synaptic inputs, this increase in MSN intrinsic excitability resulted in an enhanced responsiveness to their remaining synapses, allowing them to fire similarly or even more efficiently following input stimulation than in control condition.
Despite the large decrease in their excitatory synaptic inputs determined by the decreased dendritic spines density and the increase in minimal current to evoke the first EPSP, this increase in intrinsic excitability resulted in an enhanced responsiveness to their remaining synapses, allowing them to fire similarly or more efficiently following input stimulation than in control condition.
A BMARS-based Sobol' method is also employed to efficiently calculate input parameter sensitivities, which are used to evaluate and rank their importance for the groundwater flow model system.
Since the price of the cotton is fixed (there is small price change depending on the quality), farmer can achieve higher margins only by increasing yields and efficiently using input resources.
Indeed, a neuron model with a multiple time-scale current efficiently encodes input history over several time-scales [55].
In support vector clustering [39], clusters are formed when a sphere in the <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0010955.e009.PNG" class= inline-graphic"/> -space spanned by the kernels is projected efficiently to input space.
In pipeline 4 we used TriageTools [ 25] (v0.2.0), a tool that efficiently screens input reads for similarity to a specific target sequence.
Stress-activated molecular pathways include multiple inter-linked regulatory networks such as protein kinase signaling cascades that can efficiently transduce input signals into suitable outputs [ 1].
Now word counting is handled more efficiently for input datasets with high redundancy, by maintaining a smaller counting array for hit representatives instead of a full counting array for every representatives.
Productivity measures how efficiently production inputs, such as labor and capital, are used in an economy to produce a given level of output.
