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