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. Author manuscript; available in PMC: 2022 Feb 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2021 Jan 21;68(2):470–481. doi: 10.1109/TBME.2020.3005353

TABLE I.

Features Extracted from Burst Envelope

# Feature Description
1–3 max (& _on, _off) Maximum amplitude
4–11 mean (& _n, _on, _on_n, _off, _off_n, _off_on, _off_n_max) Mean amplitude
12–19 med (& _n, _on, _on_n, _off, _off_n, _off_on, _off_n_max) Median amplitude
20–27 auc (& _n, _on, _on_n, _off, _off_n, _off_on, _off_n_max) Area under the curve
28–35 std (& _n, _on, _on_n, _off, _off_n, _off_on, _off_n_max) Standard deviation
36–41 meandiff (& _n, _on, _on_n, _off, _off_n) Average slope
42–45 maxROC (_on, _on_n, _off, _off_n) Maximum (absolute) slope
46–51 sr (& _n, _on, _on_n, _off, _off_n) Slew rate (from reference levels 25% to 75% max amplitude)
52–54 C (& _on, _off) Time index @ 50% total auc
55 tc Time constant of exponential decay (slope of logarithmic fit line)
56 intercept y-intercept of logarithmic fit line
57 i_min_log Time index of minimum of logarithmic fit line
58 log_gof Goodness of logarithmic fit line
59 symm_diff Symmetry of burst envelope (folded in half, subtracted)
60 symm_diff_abs Absolute value of residuals of the above
61 symm_ratio Symmetry of burst envelope (folded in half, divided)
62 symm_pctdiff Percent differences of the above
63–68 MX(& _n, _on, _on_n,_ off, _off_n) Mobility parameter: ratio of std(X) to std(dX/dt)
69 MXX 2nd mobility parameter: ratio of std(dX/dt) to std(d2X/dt2)
70 FF Form factor: ratio of MX to MXX

‘_on’ = specific to the “on” burst region; ‘_off’ = specific to the “off” burst region; ‘_offon’ = ratio of _off feature to _on feature; ‘_n’ = normalized to envelope max; ‘_n_max’ = normalized to envelope max2