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In the high bit-rate data compression, the filterbanks that match the statistical properties of inputs have been widely researched.
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Because the ANNs are able to learn during training some statistical properties of input data.
Dictionary learning-based techniques are very complex and result in changing properties of input image as they replace patches of input image with patches stored in predefined dictionary.
Local properties of input data and predicted error were extracted as the input feature to train a neural network which was designed to predict the optimal partition mode.
by taking into consideration different numbers of parameters in the feed forward and feedback channels and shifting properties of input data.
Particularly, Ito [14] developed the properties of input-to-state stability and gave the design of controller by using nonlinear small-gain conditions.
Differences in the properties of input synapses, dendritic architecture and membrane properties, as well as the rich repertoire of plasticity mechanisms contribute to this diversity.
The purpose of this paper is to replace such ad-hoc expert judgment of the statistical properties of input model parameters with inverse UQ process.
The properties of input-output map equivalence and preservation of stability between two systems, one of which includes the other, are presented.
This criterion is based on the properties of input-matrices value to have a maximum real eigen value with the appropriate eigenvector.
Being fully analytical, the proposed approach permits one to develop models that are extremely simple (i.e. computationally efficient), as well as to gain an insight into the properties of input admittance of RC interconnects.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com