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The issue of experiment input spectrum design is studied in the framework of optimal experiment design for system identification.
Within the realized experiment, input parameters of the neuronal network and the number of neurons for LMA were optimized on the basis of calculated values of Root Mean Squared Error, the correlative coefficient (R) and the length of the measured training time ANN.
For this experiment, input RNA concentrations were held constant at 200 ng/μL and 100 ng/μL.
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In our experiments, input cDNA levels as low as 100 copies of the product could be detected.
In the behavioral experiments, input strength was given by the log contrast of the stimulus relative to the individual's threshold.
However, rather than determining it in the same experiments, input values are usually taken from across the literature [ 7, 9, 12, 15].
For plasticity experiments, input resistance was monitored in current-clamp mode, cells were recorded with pipette solution containing 130 mM K gluconate, 8 mM NaCl, 10 mM HEPES, 10 mM Na2-Phosphocreatine, 0.5 mM EGTA, 0.4 mM Na2GTP, 4 mM MgATP, 3 mM Na-Ascorbate (pH 7.2), and osmolarity was adjusted to 290 mOsm.
(7)In all experiments, inputs and outputs were scaled to zero mean and unit variance after the data generation procedure.
Another example is the concept of experiments inputs and results.
These are typically imposed as constraints on experiment time, input and output amplitudes or input move sizes.
For the experiment's input, preparation was exacting.
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