The phrase "a reduction of the input" is correct and usable in written English.
It can be used in contexts where you are discussing decreasing or minimizing the amount or level of input in a process or system.
Example: "The experiment showed that a reduction of the input led to more efficient results."
Alternatives: "a decrease in the input" or "a lowering of the input".
A reduction of the heat input during spraying reduced the degree of WC decomposition and improved the coating properties when the spray powder contained a large fraction of small grains.
Obviously, the complex mathematical calculations necessary to represent the broad range of effects often requires a reduction of the detail of technological data input which leads to less detailed results.
Considering the well-established architecture of fuzzy models, the main objective of this study is to present a way of an efficient reduction of the input space leading to the enhanced interpretability of the fuzzy models and investigate and quantify possibilities of optimization of fuzzy models with regard.
The basic idea is to achieve a dimensionality reduction of the input ANN training space by using as input vector the random phase angles of the spectral representation method instead of the random variables describing the uncertain input parameters.
The system has been endowed with an information preprocessing module based on Principal Component Analysis (PCA) that permits a substantial reduction of the input space dimensionality with little loss of modeling capability.
The model includes many of the features present in the three classes described above, and is able to replicate behaviour from several experiments, including phase precession in response to a phasic medial septum input, theta cycle skipping, and the loss of the spatial periodicity of grid cell firing fields upon a reduction of input from the medial septum.
A reduction of 85% of the input data volume for point cloud segmentation in the presented study area could be achieved, which directly decreases computation time.
Here, we show that consumption of dietary fats induce apoptosis of neurons and a reduction of synaptic inputs in the arcuate nucleus and lateral hypothalamus.
A major effect is the reduction of the input resistance by one or two orders of magnitude, as compared to in vitro preparations.
