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SirRoboGarage/SNNBot_garage
SirStone 2963917072 fix(SNNBot): enforce sparse reservoir state via k-Winners-Take-All
Dense firing (~50%) caused all readout bins to saturate identically.
Replace threshold-based firing with k-WTA: only top 50 neurons fire
per tick (~5% sparsity). Sparse patterns give low inter-angle overlap
-> readout bins can discriminate between different bearings.
2026-09-14 23:08:06 +02:00
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