features.ModelSpikeFeatures

features.ModelSpikeFeatures()

Schema for spike waveform features.

This schema defines the structure and validation rules for spike waveform features including timing, amplitude, and slope characteristics. Adds the raw per-spike-event columns to ModelSpikeSharedFeatures.

Attributes: peak_time_secs (Series[float]): Time to peak in seconds. peak_val (Series[float]): Peak amplitude value (V). recovery_time_secs (Series[float]): Recovery time in seconds. tip_time_secs (Series[float]): Time to tip in seconds. trough_time_secs (Series[float]): Time to trough in seconds. trough_val (Series[float]): Trough amplitude value (V).

Note: peak_val/trough_val are computed from waveforms that dart_subtraction_numpy has already rescaled back to Volts; see ModelSpikeSharedFeatures for tip_val/the slopes/alpha.