NNSOM.plots.SOMPlots.neuron_dist_plot

SOMPlots.neuron_dist_plot(mouse_click=False, connect_pick_event=True, **kwargs)[source]

Generates a neuron distance plot that visualizes the distances between neighboring neurons in the SOM grid.

Parameters:

  • mouse_click (bool, optional) – If True, enables the plot to respond to mouse clicks, allowing for interactive functionality such as querying or modifying neuron data, by default False.

  • connect_pick_event (bool, optional) – If True, connects a pick event that triggers when a neuron is clicked, by default True.

  • **kwargs (dict) – Arbitrary keyword arguments that can be passed to the event handler onpick when an interactive element is clicked. Common parameters could include data specific to the plot or visualization settings.

Returns:

  • fig (matplotlib.figure.Figure) – The Figure object containing the plot.

  • ax (matplotlib.axes.Axes) – The Axes object containing the plot elements.

  • patches (list) – A list of matplotlib.patches.Patch objects representing the edges between connected neurons, colored based on the distance between their respective neuron weights.