A microcircuit model with VIP–SST disinhibitory motif develops cell-type-specif…

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  "id": "cluster_11_finding_42",
  "doi": "10.1101/2025.05.13.653877",
  "pmid": null,
  "year": "2025",
  "claim": "A microcircuit model with VIP–SST disinhibitory motif develops cell-type-specific encoding of prediction and reward during novelty detection, balancing representational capacity against metabolic cost.",
  "pmcid": null,
  "title": "Cell-type-specific encoding of prediction and reward in cortical microcircuits during novelty detection",
  "authors": "Sharafeldin A, Choi H.",
  "journal": null,
  "cite_key": "Sharafeldin2025",
  "evidence": "Spiking microcircuit with PV, SST, VIP, pyramidal neurons trained on novelty/reward task; emergent specialization without hardcoded novelty detection.",
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  "text_access": "abstract_only",
  "study_system": "spiking microcircuit model of cortex",
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  "claim_source_sentence": "Critically, these emerge without hard-coded novelty detection and reveal a computational role for the VIP–SST disinhibitory motif in balancing representational capacity and metabolic cost.",
  "replication_evidence_dois": [
    "10.1016/j.neuron.2023.11.006",
    "10.1101/2024.09.30.615819",
    "10.1016/j.neuron.2018.03.037",
    "10.1162/netn_a_00427",
    "10.1523/eneuro.0235-21.2021"
  ],
  "effect_size_source_sentence": null
}

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]

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