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In our system, we also integrate the output of a pattern matching subsystem in our feature vector.
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The output of a network is determined by the patterns of interconnecting links, and weights on these links, that affect output from one node to another (Rumelhart and McClelland 1986).
The majority of such genes display a biased pattern whereby the output of a single homoeolocus dominates total gene expression.
However, the most interesting results in the current work concern the role of sensory feedback in modulating the output of central pattern generators.
The output of each pattern neuron is computed as (4) P j = exp (− d j (P ) 2 σ 2 ), where σ is a smoothing parameter corresponding to the standard deviation of the Gaussian distribution.
Figure 5 illustrates how the output of the Patterns extension is created using partial data generated from a ChemChains experiment on a large-scale model used in our recent paper [ 14].
We show that training on the output of patterns drastically improves performance over the patterns.
When the weights match the responses, the output of the pattern-sensitive neuron is strongest.
In other words, if the outputs of patterns 7, 8, 15, or 16 were assumed to be 0, the length of Table 2 would increase.
To observe firing patterns that represent the output of these rhythms requires a recording technique that can monitor electrophysiological activity for several hours without affecting cell behavior.
The output of the tests followed almost exactly the pattern of the ANOVAs.
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