framework
active
framework:labram

LaBraM

EEG transformer foundation model for brain activity analysis, one of the three architectures studied.

Neighborhood — ranked by edge-count

Concepts (1)

concept
  • EEG foundation models
    associated_with
    Large transformer models pretrained on EEG data for clinical tasks; the object of interpretability in this paper.

Events (1)

event

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

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    Stephen Wolfram's organization
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    Avant-garde architectural group known for utopian, image-heavy concepts.
  • PDP Labinstitute0.700
    Provided funding and discussion venue for this work
  • Coros Labinstitute0.688
  • Bigram Statisticsconcept0.688
    Next-token probabilities conditioned only on the present token; what zero-layer transformers optimally approximate and what the direct path W_U W_E contributes to in all transformers
  • LLM psychosisconcept0.685
    Tendency for models to get lost in roleplay or doom spirals, mitigated by expanded awareness.
  • monitorsconcept0.679
    Synchronization construct encapsulating shared data and protected access routines.