spiketools.utils.epoch.epoch_spikes_by_segment

spiketools.utils.epoch.epoch_spikes_by_segment(spikes, segments)

Epoch spikes by segments.

Parameters:

spikes1d array

Spike times, in seconds.

segmentslist or 1d array of float

Time values, in seconds, that define the segments. Each segment time is defined as the interval between segment[n] and segment[n+1].

Returns:

segment_spikeslist of 1d array

Spike times per segment.

Examples

Epoch spiking data based on segments:

>>> spikes = np.array([0.1, 0.3, 0.4, 0.5, 0.6, 0.7, 1, 1.4])
>>> segments = [0, 0.35, 0.55, 0.8, 1.5]
>>> epoch_spikes_by_segment(spikes, segments)
[array([0.1, 0.3]), array([0.4, 0.5]), array([0.6, 0.7]), array([1. , 1.4])]