- claim_text
VIP and SST interneuron classes have *complementary* contrast tuning in V1: SST cells respond exclusively at high contrast (with weak direction/orientation selectivity), VIP cells respond exclusively at low contrast (with strong direction bias for front-to-back motion). Stabilized supralinear network (SSN) modeling extended to include both classes shows VIP–SST mutual antagonism regulates cortical gain — sensitivity to weak stimuli without compromising stability.
- raw_fields
{
"n": null,
"doi": "10.7554/elife.55130",
"claim": "VIP and SST interneuron classes have *complementary* contrast tuning in V1: SST cells respond exclusively at high contrast (with weak direction/orientation selectivity), VIP cells respond exclusively at low contrast (with strong direction bias for front-to-back motion). Stabilized supralinear network (SSN) modeling extended to include both classes shows VIP–SST mutual antagonism regulates cortical gain — sensitivity to weak stimuli without compromising stability.",
"title": null,
"cite_key": "Millman2020",
"evidence": "2P imaging + SSN modeling (Lee 2020)",
"effect_size": "Complementary contrast tuning; SSN with VIP-SST mutual antagonism stable",
"text_access": "fulltext",
"study_system": "mouse V1 + computational modeling",
"_source_cluster": "cluster_04_intrinsic_electrophysiology",
"replication_status": "novel",
"_source_cluster_index": 79,
"claim_source_sentence": "SST neurons responded exclusively at high contrast whereas VIP neurons responded exclusively at low contrast with a strong preference for front-to-back motion.",
"replication_evidence_dois": [],
"effect_size_source_sentence": "Network modeling indicates that VIP-SST mutual antagonism regulates the gain of the cortex to achieve sensitivity to specific weak stimuli without compromising network stability."
}- source_refs
[
"paper:paper-f2c584233c97"
]
- evidence_refs
[
{
"ref": "paper:paper-f2c584233c97"
}
]- 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"
}