DendriticIntegration

class braintools.conn.DendriticIntegration(cluster_size=5, n_clusters=10, weight=None, delay=None, **kwargs)

Dendritic integration connectivity patterns.

Models connectivity that supports dendritic integration, with clustered synapses on the same dendritic branches for nonlinear integration.

Parameters:

• cluster_size (int) – Number of synapses per cluster.

• n_clusters (int) – Number of clusters per postsynaptic neuron.

• weight (Initialization | float | int | ndarray | Array | Quantity | None) – Weight initialization.

• delay (Initialization | float | int | ndarray | Array | Quantity | None) – Delay initialization.

generate(pre_size, post_size, pre_positions=None, post_positions=None, **kwargs)

Generate clustered synaptic connections.

Return type:

ConnectionResult