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In Figure 4 we present both the complementary pair of amplifiers and the NOPO used for storing the bias as well as some logic elements (described in Section 2.4) used for implementing conditional training feedback.
In behavioural studies, CFF is measured through conditional training with the subject trained to respond to a change in its perception of a light flashing (D'Eath 1998; Rubene et al. 2010).
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Thus, conditional-relations training can be used to teach more relations than are presented in training.
For example, similar conditional-relation training was used to teach emotion naming [ 28] or face naming [ 24] to adults who had lost such skills due to brain injuries.
Training Conditional Random Fields using Virtual Evidence Boosting.
These methods have proven successful for problems that were difficult to handle using conditional maximum likelihood training.
The report recommended that "major funders of PhD students should make all funding related to PhD students conditional on students' training meeting stringent minimum standards".
Training conditional relationships using a matching-to-sample (MTS) procedure typically consists of providing one sample, A1, and then rewarding only subsequent choices of B1 (and not, for example, B2).
Maximum likelihood estimation is used for learning these conditional dependencies from training data.
In addition, from a Bayesian perspective the posterior mode of the distribution of SNP effects (i.e., the mode of the distribution conditional on a training set) can also be used as point estimator.
Next, we train conditional random fields to predict chemical names in the articles, and the training patterns are extracted from the CTD.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com