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As ε → 0, we observe that the maximum spike number increases as the reset in w reduces per spike (work not shown).
For fixed ε, the maximum spike number is set according to the average shift in the slow dynamics per (fast) spike event.
In the long stimulation protocol we examined the maximum number of AP spikes for each current, which was defined as the maximum spike count.
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The Delta value represents the difference between the maximum spiking frequency (or spiking rate) during NMDA application and the spiking frequency obtained before NMDA exposure.
The stimulation strength was set to elicit response for which the amplitude was 30 40% of the maximum spike-free response.
The black trace corresponds to the intensity which evokes the maximum pop spike (100% pop spike).
This is the same for CA1 or other regions since the normalization is using the maximum pop spike (were all cells spike) as 100%, and then using the fEPSP recorded at that intensity as the 100% input.
For multiple spiking measures, we injected 500-ms current steps of increasing amplitude with 2-s inter-sweep interval until the neuron passed its maximum spike number.
Average and maximum spike probabilities of the channel: p mean[ k] and p max[ k], Average and maximum spectral magnitude of the first nine partials (pl=1,…,9) across all channels: P^{text{mean}}_{pl}[!k] = frac{1}{K} sum_{n=1}^{K} P[mathit{fb} pl cdot c[!k]), n], (19).
This maximum spike number is encoded within the time-scale separation between the fast and slow dynamics, i.e., within ε.
The value of constant D is chosen relevant to the maximum presynaptic spike rate and the number of inputs.
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