concept
active
concept:band-restorationα-band restoration
Restoration of alpha band (8–12 Hz) power in EEG, a physiological signature obtained from spectral decoding.
Neighborhood — ranked by edge-count
Methods (1)
method
- Spectral DecoderintroducesMethod that maps latent concept steering interventions back to EEG amplitude spectrum to obtain physiologically interpretable frequency signatures.
Concepts (1)
concept
- EEG Abnormalityassociated_withOne of four clinical taxonomy dimensions used to benchmark SAE features
Events (1)
event
- Preprint applying TopK SAEs to three EEG transformers to reveal sparse feature dictionaries, steering regimes, and spectral interpretation.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Links latent space manipulation to known EEG neurophysiology
- Physiological interpretability result linking latent steering to EEG frequency signatures.
- Central framework for riverscape restoration design emphasizing natural processes over engineering structures.
- Scalar parameter modulating how strongly a steering vector shifts model activations; set to 15 for Exp1 and ±16 for Exp2
- Parameterising r with α_i for key transformation before lookup and β_i for recursive retry on ε.
- A set property meaning all coordinate patches of its elements remain within the set; proved equivalent to axis-aligned hyperrectangles
- Adding steering vector in forward direction to push model activations toward stronger reflective behavior.
- Component of NLA that maps natural language explanations back to activations; truncated to first l layers of target model.