Version history

{
  "scope": "biophysically constrained mouse V1 spiking column model",
  "claim_text": "A data-constrained mouse V1 spiking network with PV/SST/VIP cells lacks intrinsic rhythms but generates broad-band 15–60 Hz oscillations only after STDP-driven structural plasticity; feedforward inputs enhance and feedback inputs suppress these rhythms, and oscillation generation requires all four cell types.",
  "raw_fields": {
    "n": null,
    "doi": "10.3389/fncom.2025.1568143",
    "pmid": "40370493",
    "year": "2025",
    "claim": "A data-constrained mouse V1 spiking network with PV/SST/VIP cells lacks intrinsic rhythms but generates broad-band 15–60 Hz oscillations only after STDP-driven structural plasticity; feedforward inputs enhance and feedback inputs suppress these rhythms, and oscillation generation requires all four cell types.",
    "pmcid": "PMC12075120",
    "title": "Synaptic plasticity facilitates oscillations in a V1 cortical column model with multiple interneuron types.",
    "authors": "",
    "journal": "",
    "cite_key": "Moreni2025b",
    "evidence": "Spiking network simulation calibrated to mouse V1 firing rates; STDP added; oscillation power evaluated.",
    "cluster_id": "cluster_09_oscillations",
    "effect_size": "oscillations emerge in 15–60 Hz band only after plasticity",
    "figure_data": [],
    "text_access": "fulltext",
    "study_system": "biophysically constrained mouse V1 spiking column model",
    "cited_by_count": 5,
    "_source_cluster": "cluster_09_oscillations",
    "replication_status": "single-study",
    "_source_cluster_index": 15,
    "claim_source_sentence": "The resulting model matched in vivo cell-type-specific firing rates for spontaneous and stimulus-evoked conditions in mice, although rhythmic activity was absent. Upon introduction of long-term synaptic plasticity in the form of an STDP rule, broad-band (15-60 Hz) oscillations emerged, with feedforward/feedback input streams enhancing/suppressing the oscillatory drive, respectively. These plasticity-triggered rhythms relied on all cell types, and specific experience-dependent connectivity patterns were required to generate oscillations.",
    "replication_evidence_dois": [],
    "effect_size_source_sentence": "broad-band (15-60 Hz) oscillations emerged, with feedforward/feedback input streams enhancing/suppressing the oscillatory drive, respectively."
  },
  "section_id": "section_10",
  "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewVIP/blob/95e761177f7d2ec565983d3307c14ec238f9677c/evidence/section_10_evidence_package.json",
  "effect_size": "oscillations emerge in 15–60 Hz band only after plasticity",
  "review_repo": "ComputationalReviewVIP",
  "section_ref": "wiki_page:computationalreviewvip-10-oscillatory-dynamics",
  "source_kind": "review_finding",
  "source_path": "evidence/section_10_evidence_package.json",
  "source_refs": [
    "paper:paper-b58ecaabd35b"
  ],
  "source_span": "The resulting model matched in vivo cell-type-specific firing rates for spontaneous and stimulus-evoked conditions in mice, although rhythmic activity was absent. Upon introduction of long-term synaptic plasticity in the form of an STDP rule, broad-band (15-60 Hz) oscillations emerged, with feedforward/feedback input streams enhancing/suppressing the oscillatory drive, respectively. These plasticity-triggered rhythm...",
  "study_system": "biophysically constrained mouse V1 spiking column model",
  "evidence_refs": [
    {
      "ref": "paper:paper-b58ecaabd35b"
    }
  ],
  "section_title": "Oscillatory Dynamics and Temporal Coordination",
  "source_policy": {
    "mode": "public_source_pointer_with_short_context",
    "notes": [
      "Local review repositories are read-only inputs.",
      "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose."
    ],
    "source_commit_sha": "95e761177f7d2ec565983d3307c14ec238f9677c",
    "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewVIP"
  },
  "evidence_summary": "Spiking network simulation calibrated to mouse V1 firing rates; STDP added; oscillation power evaluated.",
  "review_bundle_ref": "analysis_bundle:ab-2ce40c33e827",
  "replication_status": "single-study",
  "review_package_ref": "analysis_bundle:ab-2ce40c33e827",
  "source_artifact_ref": "wiki_page:computationalreviewvip-10-oscillatory-dynamics",
  "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewVIP/blob/95e761177f7d2ec565983d3307c14ec238f9677c/evidence/section_10_evidence_package.json",
  "commit_sha": "95e761177f7d2ec565983d3307c14ec238f9677c",
  "created_by": "persona-jerome-lecoq-gbo-neuroscience",
  "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewVIP"
}