Spike Plotting

The bmplot.spikes module provides functions for visualizing spike data and firing rate statistics.

Raster Plots

from bmtool.bmplot import raster
import matplotlib.pyplot as plt

# Create a raster plot
fig, ax = plt.subplots(figsize=(10, 6))
raster(
    spikes_df=spikes_df,
    groupby='pop_name',
    time_range=(0, 2000),
    ax=ax
)
plt.show()

Firing Rate Statistics

from bmtool.bmplot import plot_firing_rate_pop_stats, plot_firing_rate_distribution

# Plot population firing rate statistics
fig, ax = plt.subplots(figsize=(10, 6))
plot_firing_rate_pop_stats(
    firing_stats=pop_stats,
    groupby='pop_name',
    ax=ax
)
plt.show()

# Plot firing rate distributions
fig, ax = plt.subplots(figsize=(10, 6))
plot_firing_rate_distribution(
    individual_stats=individual_stats,
    groupby='pop_name',
    ax=ax
)
plt.show()