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- Live5/17/2026, 4:35:28 PM
1379266a5d63Content snapshot
{ "scope": "Computational rate model of cortical microcircuit with PCs + PV/SOM/VIP", "claim_text": "A circuit model with PV/SOM/VIP interneurons reproduces expectation suppression: SOM-mediated feature-specific dendritic inhibition under expected inputs, and VIP-driven disinhibition (via PV) under unexpected inputs.", "raw_fields": { "n": null, "doi": "10.1038/s41598-025-28227-8", "claim": "A circuit model with PV/SOM/VIP interneurons reproduces expectation suppression: SOM-mediated feature-specific dendritic inhibition under expected inputs, and VIP-driven disinhibition (via PV) under unexpected inputs.", "cite_key": "Huang2025b", "evidence": "Biologically-inspired rate-model with stimulus-selective tuning and experience-dependent plasticity; reproduces expectation suppression contingent on selective SOM/VIP tuning.", "effect_size": "PV provided broad non-selective inhibition; SOM/VIP selectivity was essential for precise modulation", "text_access": "abstract_only", "study_system": "Computational rate model of cortical microcircuit with PCs + PV/SOM/VIP", "argument_role": "supporting", "replication_status": "replication_unknown", "claim_source_sentence": "Our results revealed that SOM neurons mediated feature-specific dendritic inhibition of PCs under expected conditions, selectively suppressing responses to predicted inputs.", "source_provenance_status": "non_substring_match", "replication_evidence_dois": [], "effect_size_source_sentence": "In contrast, PV neurons provided broad, non-selective inhibition across PC populations, serving as a stable baseline for prediction-dependent modulation." }, "section_id": "section_14", "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_14_evidence_package.json", "effect_size": "PV provided broad non-selective inhibition; SOM/VIP selectivity was essential for precise modulation", "review_repo": "ComputationalReviewRecurrence", "section_ref": "wiki_page:computationalreviewrecurrence-14-predictive-coding", "source_kind": "review_finding", "source_path": "evidence/section_14_evidence_package.json", "source_refs": [ "paper:paper-a93a660fe891" ], "source_span": "Our results revealed that SOM neurons mediated feature-specific dendritic inhibition of PCs under expected conditions, selectively suppressing responses to predicted inputs.", "study_system": "Computational rate model of cortical microcircuit with PCs + PV/SOM/VIP", "evidence_refs": [ { "ref": "paper:paper-a93a660fe891" } ], "section_title": "14. Predictive-coding and dynamical-systems accounts — the role of recurrent excitatory feedback in error signalling, state estimation, and reservoir computing, evaluated against mouse data", "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": "79ce062d54a924ce05953ec90aa9d26044d2b48f", "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence" }, "evidence_summary": "Biologically-inspired rate-model with stimulus-selective tuning and experience-dependent plasticity; reproduces expectation suppression contingent on selective SOM/VIP tuning.", "review_bundle_ref": "analysis_bundle:ab-d9c479db9be9", "replication_status": "replication_unknown", "review_package_ref": "analysis_bundle:ab-d9c479db9be9", "source_artifact_ref": "wiki_page:computationalreviewrecurrence-14-predictive-coding", "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_14_evidence_package.json", "commit_sha": "79ce062d54a924ce05953ec90aa9d26044d2b48f", "created_by": "persona-jerome-lecoq-gbo-neuroscience", "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence" }