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Our method applies relatively higher weights on the gradient descent values of these high-frequency regions' pixels before they are propagated backward to update the parameters of the network during training.
We seek a recursive expression of the likelihood, propagated backward in time.
Calculations are conducted from the input of network toward the output data, and errors computed in the output layer are then propagated backward to the input layer.
From the previous developments, it is clear that the algorithm consists of two steps: a Forward Step in which RREQ messages are propagated from the source to the destination and a Backward Step in which RREP messages are propagated backward from the destination to the source.
Given that recently activated CA1 pyramidal neurons are reactivated at the goal in reverse order in a way that may pair them with a fast onset, slowly decaying dopamine signal to learn a representation of value (Foster and Wilson, 2006), it is conceivable that reward-predictive value may be propagated backward in time across cells that make up an assembly (Fig. 8).
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These methods automatically interpret any sustained decline in actual output as a decline in potential, and they cause that re-estimate to propagate backward through time.
Update the weights in the backpropagation network propagating backward the errors associated with output neurons.
The 2PEF and SHG signals generated from the sample are detected in the backward direction; they propagate back along the incident optical path and are finally reoriented to the spectrometer by a dichroic mirror (DM).
Gail Singer et al. demonstrate that cAMP waves are periodically initiated in the tip and propagate backward during multicellular Dictyostelium morphogenesis.
In this paper, we first demonstrate that the fuzziness in training data propagates backward in our fuzzified neural network.
At time (t=1000) s, we switch to the adjoint (time-reversed) problem and the tsunami propagates backward.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com