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- Live5/17/2026, 4:35:28 PM
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{ "scope": "Mouse cortex recurrent network models with PYR, PV, SST, VIP populations; theoretical and numerical analysis", "claim_text": "In four-population (PYR, PV, SST, VIP) network models, the paradoxical effect upon PV photo-excitation can occur even when the network is not inhibition-stabilized, complicating the inference of ISN regime from paradoxical responses.", "raw_fields": { "n": 0, "doi": "10.7554/elife.49967", "claim": "In four-population (PYR, PV, SST, VIP) network models, the paradoxical effect upon PV photo-excitation can occur even when the network is not inhibition-stabilized, complicating the inference of ISN regime from paradoxical responses.", "cite_key": "Mahrach2020", "evidence": "Mathematical analysis and simulations of mouse cortical four-population recurrent networks with PV, SST, VIP interneuron classes; comparison to two-population network theory.", "effect_size": "paradoxical effect in 4-pop network can occur outside ISN regime (qualitative, derived analytically)", "text_access": "fulltext", "study_system": "Mouse cortex recurrent network models with PYR, PV, SST, VIP populations; theoretical and numerical analysis", "argument_role": "supporting", "replication_status": "within_lab", "claim_source_sentence": "Here we show that in contrast, in four-population networks, the paradoxical effect can occur even if the network is not inhibition stabilized.", "source_provenance_status": "ok", "replication_evidence_dois": [], "effect_size_source_sentence": null }, "section_id": "section_09", "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_09_evidence_package.json", "effect_size": "paradoxical effect in 4-pop network can occur outside ISN regime (qualitative, derived analytically)", "review_repo": "ComputationalReviewRecurrence", "section_ref": "wiki_page:computationalreviewrecurrence-09-amplification-isn", "source_kind": "review_finding", "source_path": "evidence/section_09_evidence_package.json", "source_refs": [ "paper:paper-38fe71bdf9b6" ], "source_span": "Here we show that in contrast, in four-population networks, the paradoxical effect can occur even if the network is not inhibition stabilized.", "study_system": "Mouse cortex recurrent network models with PYR, PV, SST, VIP populations; theoretical and numerical analysis", "evidence_refs": [ { "ref": "paper:paper-38fe71bdf9b6" } ], "section_title": "9. Physiological signature I — recurrent amplification of weak inputs in mouse cortex; balanced-amplification regimes; ISN operation", "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": "Mathematical analysis and simulations of mouse cortical four-population recurrent networks with PV, SST, VIP interneuron classes; comparison to two-population network theory.", "review_bundle_ref": "analysis_bundle:ab-d9c479db9be9", "replication_status": "within_lab", "review_package_ref": "analysis_bundle:ab-d9c479db9be9", "source_artifact_ref": "wiki_page:computationalreviewrecurrence-09-amplification-isn", "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_09_evidence_package.json", "commit_sha": "79ce062d54a924ce05953ec90aa9d26044d2b48f", "created_by": "persona-jerome-lecoq-gbo-neuroscience", "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence" }