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If we have a training set of P input output patterns, the output can be represented in matrix notation as below [28]: varvec{y}_{text{d}} = varvec{Ak}, (2 where yd is a P × 1 output vector used for training; A is a P × n(1 + m) matrix and k is a n(1 + m) × 1 vector of unknown consequent parameters; m is the number of input variables; and n is the number of neurons in the rule layer.
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The Max-margin Latent Pattern Learning (MLPL) method is proposed to learn high-level semantic descriptions of latent action patterns as the output of our framework.
It is not clear, however, whether the presently observed changes in the expression patterns of the output genes also result in functional changes of liver activity.
The analyses of human genomes described above have revealed a large number of In100-like elements and provide an opportunity to further investigate predicted alternative splicing patterns of the output candidate genes.
It automates many steps from downloading the data to running position specific scoring matrix software, and it aligns sequences and predictions in order to find conserved patterns in the output data.
In Figure 6 we show a population growing in a half and half world (in terms of input signal distribution), until we obtain an almost perfect pattern (the outputs matched the inputs, spatially speaking).
If the dendrite is not only the input region of a neuron but also its output region, the activation pattern at the output reflects the input activation pattern to some extent.
In this model, several I/O mappings are learned one by one with only a single error signal that is defined as the distance between the activity pattern of the output neurons and a given target pattern.
For each transition type A …D, inequalities can be formulated which describe the signal shape according to the desired pattern at the output of the ADC (assuming no noise).
For the SOI with higher input SNR, the look direction error has a greater impact on the adaptive beam pattern and the output SINR.
The majority of such genes display a biased pattern whereby the output of a single homoeolocus dominates total gene expression.
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