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Kahlus / NeuroTwin

  • Ridge EEG diagnostics for Amrith
  • Visual standards: reputable neuroscience vs AI slop
  • Ridge EEG Interpretability Figure Plan
  • Neuroscience Figure Stack for Kahlus
  • Leakage-Proof Evaluation
    • Track B Algonauts Benchmark Protocol
    • Methods
    • Experiments
    • Limitations
    • MOABB Paper-Audit Evidence v1
    • A100 Run History
    • NeuroTwin Project State: NFC Pivot and Evidence-Gated Plan
    • NeuroTwin Master Research State
    • NeuroTwin NFC Mathematical Constitution
    • Equation Ledger
    • Falsification core (src/neurotwin/falsification.py)
    • NeuroTwin Pair-Operator Historical Ablation Design
    • Data
    • Leakage
    • Baselines
    • Claims
    • Reproducibility
    • A100 Runbook
    • Roadmap
    • Reputable neuroscience repo patterns
    • Upstream Registry
    • Chapman A100 Controlled Launch
    • Chapman A100 Quickstart
    • H100 Runbook
    • License And Reuse
    • RunPod A100 Rehearsal
    • Ridge EEG diagnostic figures
    • Repo Knowledge Graph
    • Abstract Draft
    • Paper Outline
    • Related Work
    • Code Architecture Map
    • fNIRS Observation-Operator Notes
    • Math Implementation Coverage
    • NeuroTwin Technical Report
    • NFC Architecture Decision Log
    • NFC Falsification Criteria
    • NeuroTwin NFC Implementation Plan
    • Pair-Operator Readiness Report
    • Repo Alignment Plan
    • TurboQuant/TurboVec Retrieval Notes
    • Coding Sprint 0–14 Days
    • Kahlus Implementation Status
    • Kahlus v2/v3/EM Sprint Ledger
    • Kahlus-Affect / ResearchDock Roadmap
    • Kahlus Current Mathematics and Computer Science Report
    • Kahlus Neural-CASP general plan
    • Kahlus NV-1 Neurovisual Dataset Registry
    • Kahlus-NeuroVisual Roadmap
    • Kahlus NV-1 Neurovisual Symptom Ontology
    • Kahlus Pathway Matrix
    • Kahlus Root Technical Spec
    • Kahlus-STF Benchmark Math Stop Note
    • Kahlus-STF Public Dataset Review
    • M4 Sleep-EDF Primary-Horizon Pre-Analysis Plan
    • Overnight Log - 2026-07-03
    • Overnight Proposals - 2026-07-03
    • Overnight Result - 2026-07-03
    • Kahlus Biomedical Execution Plan
    • Kahlus Implementation State Ledger
    • Kahlus v1 EEG Baseline Plan
    • Kahlus v1 Few-Shot Adaptation Plan
  • GitHub
  • Ridge EEG diagnostics for Amrith
  • Visual standards: reputable neuroscience vs AI slop
  • Ridge EEG Interpretability Figure Plan
  • Neuroscience Figure Stack for Kahlus
  • Leakage-Proof Evaluation
  • Track B Algonauts Benchmark Protocol
  • Methods
  • Experiments
  • Limitations
  • MOABB Paper-Audit Evidence v1
  • A100 Run History
  • NeuroTwin Project State: NFC Pivot and Evidence-Gated Plan
  • NeuroTwin Master Research State
  • NeuroTwin NFC Mathematical Constitution
  • Equation Ledger
  • Falsification core (src/neurotwin/falsification.py)
  • NeuroTwin Pair-Operator Historical Ablation Design
  • Data
  • Leakage
  • Baselines
  • Claims
  • Reproducibility
  • A100 Runbook
  • Roadmap
  • Reputable neuroscience repo patterns
  • Upstream Registry
  • Chapman A100 Controlled Launch
  • Chapman A100 Quickstart
  • H100 Runbook
  • License And Reuse
  • RunPod A100 Rehearsal
  • Ridge EEG diagnostic figures
  • Repo Knowledge Graph
  • Abstract Draft
  • Paper Outline
  • Related Work
  • Code Architecture Map
  • fNIRS Observation-Operator Notes
  • Math Implementation Coverage
  • NeuroTwin Technical Report
  • NFC Architecture Decision Log
  • NFC Falsification Criteria
  • NeuroTwin NFC Implementation Plan
  • Pair-Operator Readiness Report
  • Repo Alignment Plan
  • TurboQuant/TurboVec Retrieval Notes
  • Coding Sprint 0–14 Days
  • Kahlus Implementation Status
  • Kahlus v2/v3/EM Sprint Ledger
  • Kahlus-Affect / ResearchDock Roadmap
  • Kahlus Current Mathematics and Computer Science Report
  • Kahlus Neural-CASP general plan
  • Kahlus NV-1 Neurovisual Dataset Registry
  • Kahlus-NeuroVisual Roadmap
  • Kahlus NV-1 Neurovisual Symptom Ontology
  • Kahlus Pathway Matrix
  • Kahlus Root Technical Spec
  • Kahlus-STF Benchmark Math Stop Note
  • Kahlus-STF Public Dataset Review
  • M4 Sleep-EDF Primary-Horizon Pre-Analysis Plan
  • Overnight Log - 2026-07-03
  • Overnight Proposals - 2026-07-03
  • Overnight Result - 2026-07-03
  • Kahlus Biomedical Execution Plan
  • Kahlus Implementation State Ledger
  • Kahlus v1 EEG Baseline Plan
  • Kahlus v1 Few-Shot Adaptation Plan
  • GitHub

Section Navigation

  • Related Work

Related Work#

Required coverage:

  • TRIBE v2

  • BrainVista

  • Brain-OF

  • BrainOmni

  • Brain Harmony

  • BrainLM

  • LaBraM

  • BENDR

  • Neural Data Transformer / NDT3

  • CEBRA

  • The Virtual Brain

  • Dynamic Causal Modeling

  • Brain-Score and neural alignment benchmarks where relevant

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