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