Sentence examples for by a generative model from inspiring English sources

In summary, this study provides a concrete example of how psychiatric spectrum diseases may be split into subgroups that are defined in terms of neurophysiological mechanisms specified by a generative model of network dynamics such as DCM.

Association between the motion symbols and the words are represented by a generative model.

The brain minimizes a free energy of sensory inputs defined by a generative model.

The brain minimises the free energy of sensory inputs defined by a generative model.

The observed values and true values are related by a generative model of the data.

This scheme is based on three assumptions: The brain minimizes a free energy of sensory inputs defined by a generative model.

Direct-coupling analysis is a group of methods to harvest information about coevolving residues in a protein family by learning a generative model in an exponential family from data.

By building a generative model with an HMM, we estimate the likelihood of the input features of rs-fMRI as belonging to the corresponding status, i.e., MCI or normal healthy control, based on which we identify the clinical label of a testing subject.

We adopt a good integration method developed to address this problem by training a generative model.

We show this by proposing a generative model that incorporates these processes to produce collections of documents characterized by the observed statistical regularities.

Yang and Wu [19] introduced a closed-form solution by "discriminative training" of a generative model to alleviate model drift.