Data_Sheet_1_Functional Brain Networks in Mild Cognitive Impairment Based on Resting Electroencephalography Signals.docx by Nadia Youssef (11586382)

“…Results showed that: (1) across the pre-task condition, in the theta band, the aMCI group had a significantly lower global mean DWPLI than the control group; the functional connectivity patterns were different in the left hemisphere between two groups; the aMCI group showed significantly higher average clustering coefficient and the remarkably lower global efficiency than the control. (2) Analysis of graph measures under post-task resting state, unveiled that for the percentage change of post-task vs. pre-task in beta EEG, a significant increase in tree hierarchy was observed in aMCI group (2.41%) than in normal control (−3.89%); (3) Furthermore, the classification analysis of combined measures of functional connectivity, brain topology, and MMSE test showed improved accuracy compared to the single method, for which the connectivity patterns and graph metrics were used as separate inputs. …”

Confusion matrices depict the performance of various ML algorithms. by Caroline L. Alves (14271413)

Constructing the dynamical law. by Robert Marsland (8616483)

Definitions of global parameters used for constructing random ecosystems. by Robert Marsland (8616483)

Average quality scores of the models of the analysis set as a function of the <i>w</i>_<i>SP</i> with which the DOPE potential has been included in the objective function... by Giacomo Janson (8138517)

Acurracy comparison of CCA and FBCCA algorithms. by Hossein Hamidi Shishavan (19688384)

Reward function related parameters. by Honglei Pang (22693724)

Subjects:

The PS-VAE enables targeted downstream behavioral analyses of the mouse face video. by Matthew R. Whiteway (11467528)

Subjects:

Fig 1 - by Tadashi Miyagawa (9547104)

Precise spatial delineation of brain cell types in adult mouse brain. by Nuray Sogunmez Erdogan (21533872)

Conceptual illustration of the affective music BCI. by Stefan K. Ehrlich (6475490)

Subjects:

BCI architecture. by Stefan K. Ehrlich (6475490)

Subjects:

Listening study perceptual ratings. by Stefan K. Ehrlich (6475490)

Subjects:

Offline model performance results. by Stefan K. Ehrlich (6475490)

Subjects:

Brain activity modulations during online application in task → happy averaged across participants P01, P04, and P05. by Stefan K. Ehrlich (6475490)

Subjects:

Granger-causal information flows during task →happy in session S02 jointly computed for P01, P04, P05 (participants with good modulation performance). by Stefan K. Ehrlich (6475490)

Subjects:

Correlation analysis results. by Stefan K. Ehrlich (6475490)

Subjects:

Listening study results. by Stefan K. Ehrlich (6475490)

Subjects:

Schematic illustration of the automatic music generation system. by Stefan K. Ehrlich (6475490)

Subjects:

Average modulation performance. by Stefan K. Ehrlich (6475490)

Subjects: