hidden unit
collocation in Englishmeaningsofhiddenandunit
These words are often used together. Click on the links below to explore the meanings. Or,see other collocations withunit.
hidden
adjective[usually before noun]
uk/ˈhɪd.ən/us/ˈhɪd.ən/
not easy ...
See more athidden
unit
noun
uk/ˈjuː.nɪt/us/ˈjuː.nɪt/
a single thing or a separate part of ...
See more atunit
(Definition ofhiddenandunitfrom theCambridge English Dictionary© Cambridge University Press)
Examplesofhidden unit
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
The weights associated with output connections are, however, re-estimated after a newhiddenunitis recruited.
From theCambridge English Corpus
The functional form used for each rule is a feedforward neural network with a singlehiddenunitwith restricted inputs.
From theCambridge English Corpus
One particularhiddenunitof their network,hiddenunit8, was discovered to adopt three distinct levels or states of activation.
From theCambridge English Corpus
Onehiddenunitwas recruited by each network in both conditions.
From theCambridge English Corpus
Figure 2 outlines howhiddenunitrepresentations change over training in this study.
From theCambridge English Corpus
From the complex set,hiddenunitvectors were collected for the object assembly, simple language, and complex language training patterns.
From theCambridge English Corpus
Once a newhiddenunithas been added to the network, its input-side weights are frozen.
From theCambridge English Corpus
An average vector was calculated for each of these five sets ofhiddenunitvectors.
From theCambridge English Corpus
This amounts to replacing the two weights that affect the input directly (linear and bias), plus the weight on the correspondinghiddenunit.
From theCambridge English Corpus
French developed a third type of semidistributed network, using an algorithm that sought to "sharpen"hiddenunitactivations during learning.
From theCambridge English Corpus
Networks' function approximations in each developmental stage are obtained by deriving network predictions just before a newhiddenunitis recruited.
From theCambridge English Corpus
If a separation of function or specialization has occurred, we would expect to see this reflected in the pattern ofhiddenunitactivations of these networks at the two stages.
From theCambridge English Corpus
Distinct developmental stages in learning are defined by the topological changes that occur in the network when ahiddenunitis added.
From theCambridge English Corpus
The values are then ranked, so that for each word the other words that have the most similarhiddenunit representation are ranked closer than those that are not.
From theCambridge English Corpus
If one were dealing with just one network, the obvious approach would be to carry out a cluster analysis of thehiddenunitactivations associated with each pattern set.
From theCambridge English Corpus
Hiddenunitvectors (50 elements in length) were collected from the simple set for the object assembly and simple language training patterns.
From theCambridge English Corpus
This ensures that eachhiddenunitnever forgets its original purpose, even though it may eventually play a new role in learning to solve current problems.
From theCambridge English Corpus
For each newhiddenunit, the algorithm tries to maximize the magnitude of the correlation between the new unit's output and the residual error signal of the net.
From theCambridge English Corpus
Many of the early techniques in reducing representational overlap involved making either the input vectors or thehiddenunitactivation patterns orthogonal to one another.
From
Wikipedia
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
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