Build · Topology (matrix)
band¶
Build a deterministic banded recurrent matrix of constant weight.
from resdag.layers import ESNLayer
reservoir = ESNLayer(500, feedback_size=3, topology="band", spectral_radius=0.9)
| parameter | default |
|---|---|
weight |
0.1 |
bandwidth |
1 |
Override any parameter with the tuple spec — topology=("band", {...}) —
or pre-configure with get_topology("band", ...). Scaling to a target
spectral radius happens after construction, whatever the source.
See also¶
- Initialization — every way to specify structure
- Reference — the registry API