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Classical SOMs read the input values in random but sequential order one by one and thus adjust the network structure over space: the network will be built while reading larger and larger parts of the input.
The training set was used to calculate and adjust the network weights.
We use the well-established backpropagation algorithm to adjust the network weights.
The network monitor will detect network condition and adjust the network attribute in UED file.
In other words, the MLP network is trained using a supervised learning algorithm which uses the training data to adjust the network weights and biases.
Moreover, the uniqueness of NE is also desirable for network operators to predict the distribution of wireless information flow and thus adjust the network parameters accordingly.
Similar(50)
The adaptation law is derived based on the structure of the controller, using steepest descent gradient approach and backpropagation algorithm to adjust the networks weights.
The main goal is to reduce operating costs and electric power outages by adjusting the network connectivity when a contingency occurs.
In dynamic datacenter networks (DDNs), there are two ways to handle growing traffic: adjusting the network topology according to the traffic and placing virtual machines (VMs) to change the workload according to the topology.
The use of Bayesian Networks allows to organize and correlate information gathered from different sources and its optimization may incorporate restrictions adjusting the network based on expert knowledge and network operativeness, in such a way that it may satisfactorily represent a given domain.
Furthermore, the QKLMS-MDL adjusts the network size adaptively according to the true system complexity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com