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. 2015 Jan 22;9:2. doi: 10.3389/fnins.2015.00002

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Copyright © 2015 Vogginger, Schüffny, Lansner, Cederström, Partzsch and Höppner.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Value range estimation of the BCPNN states variables: Traces of the Z, E, and P states for a regular spike train with frequency of 50 HZ. (A) Presynaptic traces according to the standard analytical solution (analytical I), as expressed in Equations (7–9). (B) Exponential traces of the improved analytical solution analytical II, Equations (32–34). Analytically calculated limits according to Equation (59) are plotted as dashed lines. Time constants used here: τ_{z_i} = 20 ms,τ_e = 80 ms and τ^*_p = 200 ms.