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. 2023 Nov 28;12:e79559. doi: 10.7554/eLife.79559

Table 4. Example features and statistics.

Model feature Example statistic
Sensory-motor interactions Connectivity and activity statistics of functional circuits.
Excitation/inhibition balance 1/f power-spectral slopes (Gao et al., 2017).
Node connectivity Degree-distribution statistics (Clauset et al., 2009).
Network clusters Within-module densities (Fortunato, 2010).
Tuning representations Tuning-curve statistics (Kriegeskorte and Wei, 2021).
Manifold representations Persistent-homology barcodes (Ghrist, 2008).
Oscillations Frequency-specific amplitudes and phases (Donoghue et al., 2020).
Criticality Avalanche exponents (Sethna et al., 2001).
Small worlds Small-world statistics (Bassett and Bullmore, 2017).
Cores/clubs Within-core densities (Csermely et al., 2013).
Network controllability Network-controllability statistics (Pasqualetti et al., 2014).