{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:GE3OPUHLSOBRBL7OY4Y2TNH43F","short_pith_number":"pith:GE3OPUHL","schema_version":"1.0","canonical_sha256":"3136e7d0eb938310afeec731a9b4fcd942ad624998535de0a262e80cb6a2751c","source":{"kind":"arxiv","id":"1808.04499","version":1},"attestation_state":"computed","paper":{"title":"Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-bio.NC"],"primary_cat":"physics.bio-ph","authors_text":"David Cai, Douglas Zhou, Zhi-Qin John Xu","submitted_at":"2018-08-14T01:00:30Z","abstract_excerpt":"Maximum entropy principle (MEP) analysis with few non-zero effective interactions successfully characterizes the distribution of dynamical states of pulse-coupled networks in many experiments, e.g., in neuroscience. To better understand the underlying mechanism, we found a relation between the dynamical structure, i.e., effective interactions in MEP analysis, and the coupling structure of pulse-coupled network to understand how a sparse coupling structure could lead to a sparse coding by effective interactions. This relation quantitatively displays how the dynamical structure is closely relate"},"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":"1808.04499","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.bio-ph","submitted_at":"2018-08-14T01:00:30Z","cross_cats_sorted":["q-bio.NC"],"title_canon_sha256":"f042cadca734437ee0dfb759e4f2561e561eb524dbd08ea1a576dc9892957c82","abstract_canon_sha256":"b05437636e8237b90a43ce7a850d9fd8dc45922f74a4e6fa9ec88a4a680574a5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:56:14.788383Z","signature_b64":"2MnoxqdctH26vNX3J9RNt/Nt+0dfHL/BdEPUZ3vUBxhkW3oB02WSwbkVcazA/ufJDg3WXuI5e9VRtyt/k9E4Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3136e7d0eb938310afeec731a9b4fcd942ad624998535de0a262e80cb6a2751c","last_reissued_at":"2026-05-17T23:56:14.787650Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:56:14.787650Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-bio.NC"],"primary_cat":"physics.bio-ph","authors_text":"David Cai, Douglas Zhou, Zhi-Qin John Xu","submitted_at":"2018-08-14T01:00:30Z","abstract_excerpt":"Maximum entropy principle (MEP) analysis with few non-zero effective interactions successfully characterizes the distribution of dynamical states of pulse-coupled networks in many experiments, e.g., in neuroscience. To better understand the underlying mechanism, we found a relation between the dynamical structure, i.e., effective interactions in MEP analysis, and the coupling structure of pulse-coupled network to understand how a sparse coupling structure could lead to a sparse coding by effective interactions. This relation quantitatively displays how the dynamical structure is closely relate"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1808.04499","kind":"arxiv","version":1},"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":"1808.04499","created_at":"2026-05-17T23:56:14.787790+00:00"},{"alias_kind":"arxiv_version","alias_value":"1808.04499v1","created_at":"2026-05-17T23:56:14.787790+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1808.04499","created_at":"2026-05-17T23:56:14.787790+00:00"},{"alias_kind":"pith_short_12","alias_value":"GE3OPUHLSOBR","created_at":"2026-05-18T12:32:25.280505+00:00"},{"alias_kind":"pith_short_16","alias_value":"GE3OPUHLSOBRBL7O","created_at":"2026-05-18T12:32:25.280505+00:00"},{"alias_kind":"pith_short_8","alias_value":"GE3OPUHL","created_at":"2026-05-18T12:32:25.280505+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/GE3OPUHLSOBRBL7OY4Y2TNH43F","json":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F.json","graph_json":"https://pith.science/api/pith-number/GE3OPUHLSOBRBL7OY4Y2TNH43F/graph.json","events_json":"https://pith.science/api/pith-number/GE3OPUHLSOBRBL7OY4Y2TNH43F/events.json","paper":"https://pith.science/paper/GE3OPUHL"},"agent_actions":{"view_html":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F","download_json":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F.json","view_paper":"https://pith.science/paper/GE3OPUHL","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1808.04499&json=true","fetch_graph":"https://pith.science/api/pith-number/GE3OPUHLSOBRBL7OY4Y2TNH43F/graph.json","fetch_events":"https://pith.science/api/pith-number/GE3OPUHLSOBRBL7OY4Y2TNH43F/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F/action/timestamp_anchor","attest_storage":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F/action/storage_attestation","attest_author":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F/action/author_attestation","sign_citation":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F/action/citation_signature","submit_replication":"https://pith.science/pith/GE3OPUHLSOBRBL7OY4Y2TNH43F/action/replication_record"}},"created_at":"2026-05-17T23:56:14.787790+00:00","updated_at":"2026-05-17T23:56:14.787790+00:00"}