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The different applied inputs represent a robustness check of the network dynamics against uncertainties in the data and can also be interpreted as different situations in the awake state, for example, biased toward top-down versus bottom-up inputs.
Note that discrete-time models, as e.g. population models [ 33], can be easily formulated into the implicit form (4 - 5). Let us consider an experiment, performed on the biological process under study, for which a collection of measurements taken at the time indexes k1 < k2 <... < k m (not necessarily consecutive) is available, and let denote the collection of the corresponding applied inputs.
As for the measurements, the applied inputs u k could be subject to uncertainties, and are thus given as a collection of sets For sake of simplicity, we assume that an input is applied at every time index k ∈ T. The extension to the case in which inputs are only applied at some specific time indexes is straightforward.
Applied inputs are fuzzificated by entering in a fuzzification unit that is the first unit of the fuzzy control.
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They are consistent with the applied input-oriented approach.
The lifetime improvement, however, is limited by the delay increase reduction of the applied input vectors.
Op amp sine wave oscillators operate without an externally applied input signal.
where ||.|| is a norm usually Euclidean, computes the distance between applied input x and training data point d j.
Competition determines the winning neuron d win, whose weight vector is the one closest to the applied input vector.
Figure 2a shows the applied input voltage, VIN, to the proposed circuit for emulation of memristive behavior.
For testing purpose we have applied input radiations of intensity 1000 W/m 2 for 4 s and 800 W/m 2 for next 1 s.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com