{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:2PR2IFK3HEVJR5BKMC3TI4QMBQ","short_pith_number":"pith:2PR2IFK3","canonical_record":{"source":{"id":"2506.12055","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.NC","submitted_at":"2025-05-30T12:10:37Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3dc12e697964ef337c11c340125fb0638d052eb244a8c6456d109601842d7370","abstract_canon_sha256":"16a4b78b9b7bf77415c5b242b87ea62f1aef498f3adc69720f8b5fa3ae583510"},"schema_version":"1.0"},"canonical_sha256":"d3e3a4155b392a98f42a60b734720c0c121de0f74d3bf4239f249a12475759f7","source":{"kind":"arxiv","id":"2506.12055","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.12055","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"arxiv_version","alias_value":"2506.12055v1","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.12055","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_12","alias_value":"2PR2IFK3HEVJ","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_16","alias_value":"2PR2IFK3HEVJR5BK","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_8","alias_value":"2PR2IFK3","created_at":"2026-07-05T11:21:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:2PR2IFK3HEVJR5BKMC3TI4QMBQ","target":"record","payload":{"canonical_record":{"source":{"id":"2506.12055","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.NC","submitted_at":"2025-05-30T12:10:37Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3dc12e697964ef337c11c340125fb0638d052eb244a8c6456d109601842d7370","abstract_canon_sha256":"16a4b78b9b7bf77415c5b242b87ea62f1aef498f3adc69720f8b5fa3ae583510"},"schema_version":"1.0"},"canonical_sha256":"d3e3a4155b392a98f42a60b734720c0c121de0f74d3bf4239f249a12475759f7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:21:16.370813Z","signature_b64":"Vr+QvJCREDay3yc2mLKcijv2Drc/Zgud8V5jcXhoAb1N34glpcnEHnRtsO9PDHODZBRn8VPKLMEi3FO6MiBJBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d3e3a4155b392a98f42a60b734720c0c121de0f74d3bf4239f249a12475759f7","last_reissued_at":"2026-07-05T11:21:16.370304Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:21:16.370304Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.12055","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:21:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RNZ44Ra2GBm/fKNxHoGFicCom5njY1VsbGtmqNCY06/M9FXi96g2jsAoQa5cFmZylu/7seFtQW0NbXMHmoGTAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T10:43:09.670868Z"},"content_sha256":"b671b056f998306ff8ee70623dcad8a523fe38644c22c56e398ddb7e7a8f5330","schema_version":"1.0","event_id":"sha256:b671b056f998306ff8ee70623dcad8a523fe38644c22c56e398ddb7e7a8f5330"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:2PR2IFK3HEVJR5BKMC3TI4QMBQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Unified Neural Decoding with Brain Functional Network Modeling","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"q-bio.NC","authors_text":"Dengchang Wu, Di Wu, Jie Yang, Kang Wang, Linghao Bu, Lu Cao, Mohamad Sawan, Sheng Fan, Siyuan Li, Siyu Chen, Wenjie Ren, Yifei Jia, Yuehui Ma, Yueqian Zhou, Yue Zhang","submitted_at":"2025-05-30T12:10:37Z","abstract_excerpt":"Recent achievements in implantable brain-computer interfaces (iBCIs) have demonstrated the potential to decode cognitive and motor behaviors with intracranial brain recordings; however, individual physiological and electrode implantation heterogeneities have constrained current approaches to neural decoding within single individuals, rendering interindividual neural decoding elusive. Here, we present Multi-individual Brain Region-Aggregated Network (MIBRAIN), a neural decoding framework that constructs a whole functional brain network model by integrating intracranial neurophysiological record"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.12055","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2506.12055/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:21:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"B7jGFeXztYzjy5O8OZXMCqhFkdsOVJsm5agNeA26R3mo8w/S0ogUO2+owtaKuAsRNbVPvpvJ7TlhWolmFULQCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T10:43:09.671250Z"},"content_sha256":"b2a60ac18fe5c4a8e39d75bfebe03611edc08522feb98b410346a67fda01d4b1","schema_version":"1.0","event_id":"sha256:b2a60ac18fe5c4a8e39d75bfebe03611edc08522feb98b410346a67fda01d4b1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/bundle.json","state_url":"https://pith.science/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-06T10:43:09Z","links":{"resolver":"https://pith.science/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ","bundle":"https://pith.science/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/bundle.json","state":"https://pith.science/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2PR2IFK3HEVJR5BKMC3TI4QMBQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2PR2IFK3HEVJR5BKMC3TI4QMBQ","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"16a4b78b9b7bf77415c5b242b87ea62f1aef498f3adc69720f8b5fa3ae583510","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.NC","submitted_at":"2025-05-30T12:10:37Z","title_canon_sha256":"3dc12e697964ef337c11c340125fb0638d052eb244a8c6456d109601842d7370"},"schema_version":"1.0","source":{"id":"2506.12055","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.12055","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"arxiv_version","alias_value":"2506.12055v1","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.12055","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_12","alias_value":"2PR2IFK3HEVJ","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_16","alias_value":"2PR2IFK3HEVJR5BK","created_at":"2026-07-05T11:21:16Z"},{"alias_kind":"pith_short_8","alias_value":"2PR2IFK3","created_at":"2026-07-05T11:21:16Z"}],"graph_snapshots":[{"event_id":"sha256:b2a60ac18fe5c4a8e39d75bfebe03611edc08522feb98b410346a67fda01d4b1","target":"graph","created_at":"2026-07-05T11:21:16Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2506.12055/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent achievements in implantable brain-computer interfaces (iBCIs) have demonstrated the potential to decode cognitive and motor behaviors with intracranial brain recordings; however, individual physiological and electrode implantation heterogeneities have constrained current approaches to neural decoding within single individuals, rendering interindividual neural decoding elusive. Here, we present Multi-individual Brain Region-Aggregated Network (MIBRAIN), a neural decoding framework that constructs a whole functional brain network model by integrating intracranial neurophysiological record","authors_text":"Dengchang Wu, Di Wu, Jie Yang, Kang Wang, Linghao Bu, Lu Cao, Mohamad Sawan, Sheng Fan, Siyuan Li, Siyu Chen, Wenjie Ren, Yifei Jia, Yuehui Ma, Yueqian Zhou, Yue Zhang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.NC","submitted_at":"2025-05-30T12:10:37Z","title":"Towards Unified Neural Decoding with Brain Functional Network Modeling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.12055","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b671b056f998306ff8ee70623dcad8a523fe38644c22c56e398ddb7e7a8f5330","target":"record","created_at":"2026-07-05T11:21:16Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"16a4b78b9b7bf77415c5b242b87ea62f1aef498f3adc69720f8b5fa3ae583510","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.NC","submitted_at":"2025-05-30T12:10:37Z","title_canon_sha256":"3dc12e697964ef337c11c340125fb0638d052eb244a8c6456d109601842d7370"},"schema_version":"1.0","source":{"id":"2506.12055","kind":"arxiv","version":1}},"canonical_sha256":"d3e3a4155b392a98f42a60b734720c0c121de0f74d3bf4239f249a12475759f7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d3e3a4155b392a98f42a60b734720c0c121de0f74d3bf4239f249a12475759f7","first_computed_at":"2026-07-05T11:21:16.370304Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:21:16.370304Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Vr+QvJCREDay3yc2mLKcijv2Drc/Zgud8V5jcXhoAb1N34glpcnEHnRtsO9PDHODZBRn8VPKLMEi3FO6MiBJBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:21:16.370813Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.12055","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b671b056f998306ff8ee70623dcad8a523fe38644c22c56e398ddb7e7a8f5330","sha256:b2a60ac18fe5c4a8e39d75bfebe03611edc08522feb98b410346a67fda01d4b1"],"state_sha256":"a44a40f5f67aabdae4c1eeaff8b670d8a2b779fe8d6f13a8bddf27138a960876"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dKqXrxQO8fVwZhxMYcpVE20u/maFV/pXnGK4jtnA5+cDOdHTDoHRP+pq+VwF28Ot04uR1ms/eRL612vLprs/BQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T10:43:09.673274Z","bundle_sha256":"7ed44c58961e104b921d79f70d75b88c11539ce148dffeb0c97abf8a6d84807c"}}