community

active

leiden_hybrid_concepts

label: haiku

community:leiden_hybrid_concepts-run4-c0-c1-c6

Spectral decoding of neural interventions

Maps concept-based neural interventions to frequency-domain biomarkers, enabling physiologically interpretable EEG/neural signatures.

2 members. Each node is clickable.

Loading graph…

Drawn from 1 source

The papers/notes whose extracted claims & findings make up this cluster.

Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders2 members

Bridges (2)

Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.

Claims (1)

Spectral decoding of concept interventions can provide physiologically interpretable frequency signatures.Claim that the spectral decoder adds physiological interpretability.

Findings (1)

Spectral decoder maps concept interventions to pathological slow-wave suppression and alpha-band restoration.Physiological interpretability result linking latent steering to EEG frequency signatures.