{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2012:OJRODBZT7LMSZAKIW6LOPTZUJ7","short_pith_number":"pith:OJRODBZT","schema_version":"1.0","canonical_sha256":"7262e18733fad92c8148b796e7cf344fd45bd683c29482c1d8da16538d6e680c","source":{"kind":"arxiv","id":"1212.0076","version":2},"attestation_state":"computed","paper":{"title":"Short term synaptic depression improves information transfer in perceptual multistability","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["math.DS","nlin.PS"],"primary_cat":"q-bio.NC","authors_text":"Zachary P Kilpatrick","submitted_at":"2012-12-01T07:10:50Z","abstract_excerpt":"Competitive neural networks are often used to model the dynamics of perceptual bistability. Switching between percepts can occur through fluctuations and/or a slow adaptive process. Here, we analyze switching statistics in competitive networks with short term synaptic depression and noise. We start by analyzing a ring model that yields spatially structured solutions and complement this with a study of a space-free network whose populations are coupled with mutual inhibition. Dominance times arising from depression driven switching can be approximated using a separation of timescales in the rin"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1212.0076","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2012-12-01T07:10:50Z","cross_cats_sorted":["math.DS","nlin.PS"],"title_canon_sha256":"c36fcee109e115d13d740748708347cbff16d0be28a337d333914214bc9a6524","abstract_canon_sha256":"645005152ffa83cfa1909056ad4f6873723091d4b3e012626acca3a6b5e80fb7"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:39:15.870959Z","signature_b64":"LWedNS8CQFf0k9Ee++FabsMQ7NDG9zVhHzl7lF5RF5wHbjClLIHymFcFmN0klWpNIB1zY10U35VugdWPEbNIBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7262e18733fad92c8148b796e7cf344fd45bd683c29482c1d8da16538d6e680c","last_reissued_at":"2026-05-18T03:39:15.870127Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:39:15.870127Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Short term synaptic depression improves information transfer in perceptual multistability","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["math.DS","nlin.PS"],"primary_cat":"q-bio.NC","authors_text":"Zachary P Kilpatrick","submitted_at":"2012-12-01T07:10:50Z","abstract_excerpt":"Competitive neural networks are often used to model the dynamics of perceptual bistability. Switching between percepts can occur through fluctuations and/or a slow adaptive process. Here, we analyze switching statistics in competitive networks with short term synaptic depression and noise. We start by analyzing a ring model that yields spatially structured solutions and complement this with a study of a space-free network whose populations are coupled with mutual inhibition. Dominance times arising from depression driven switching can be approximated using a separation of timescales in the rin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1212.0076","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"1212.0076","created_at":"2026-05-18T03:39:15.870269+00:00"},{"alias_kind":"arxiv_version","alias_value":"1212.0076v2","created_at":"2026-05-18T03:39:15.870269+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1212.0076","created_at":"2026-05-18T03:39:15.870269+00:00"},{"alias_kind":"pith_short_12","alias_value":"OJRODBZT7LMS","created_at":"2026-05-18T12:27:16.716162+00:00"},{"alias_kind":"pith_short_16","alias_value":"OJRODBZT7LMSZAKI","created_at":"2026-05-18T12:27:16.716162+00:00"},{"alias_kind":"pith_short_8","alias_value":"OJRODBZT","created_at":"2026-05-18T12:27:16.716162+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7","json":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7.json","graph_json":"https://pith.science/api/pith-number/OJRODBZT7LMSZAKIW6LOPTZUJ7/graph.json","events_json":"https://pith.science/api/pith-number/OJRODBZT7LMSZAKIW6LOPTZUJ7/events.json","paper":"https://pith.science/paper/OJRODBZT"},"agent_actions":{"view_html":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7","download_json":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7.json","view_paper":"https://pith.science/paper/OJRODBZT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1212.0076&json=true","fetch_graph":"https://pith.science/api/pith-number/OJRODBZT7LMSZAKIW6LOPTZUJ7/graph.json","fetch_events":"https://pith.science/api/pith-number/OJRODBZT7LMSZAKIW6LOPTZUJ7/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7/action/timestamp_anchor","attest_storage":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7/action/storage_attestation","attest_author":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7/action/author_attestation","sign_citation":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7/action/citation_signature","submit_replication":"https://pith.science/pith/OJRODBZT7LMSZAKIW6LOPTZUJ7/action/replication_record"}},"created_at":"2026-05-18T03:39:15.870269+00:00","updated_at":"2026-05-18T03:39:15.870269+00:00"}