{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PXYZPE2HTZYRSV4X7EA5AAKE3B","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":"046ade7cf7da42b91c06714a021e8b5e4da2b70bc07bea68e4bbcc8dbe5c785c","cross_cats_sorted":["cs.AI","q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-05-14T14:16:22Z","title_canon_sha256":"db2ca03ee77855dcc35dfd23eb1f03bc529d85b4ecaff1fb56cb5369c66e58ea"},"schema_version":"1.0","source":{"id":"2605.14867","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.14867","created_at":"2026-05-17T23:38:56Z"},{"alias_kind":"arxiv_version","alias_value":"2605.14867v1","created_at":"2026-05-17T23:38:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.14867","created_at":"2026-05-17T23:38:56Z"},{"alias_kind":"pith_short_12","alias_value":"PXYZPE2HTZYR","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_16","alias_value":"PXYZPE2HTZYRSV4X","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_8","alias_value":"PXYZPE2H","created_at":"2026-05-18T12:33:37Z"}],"graph_snapshots":[{"event_id":"sha256:1f5d914a5abd76cd90a89e9a11a33bef64880da534b89775730e5e4a061f0d6f","target":"graph","created_at":"2026-05-17T23:38:56Z","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"},"paper":{"abstract_excerpt":"Spike activity has been the dominant neural signal for behavior decoding due to its high spatial and temporal resolution. However, as brain-computer interfaces (BCIs) move toward high channel counts and wireless operation, the high sampling frequency of spike signals becomes a bottleneck due to high power and bandwidth requirements. Local field potentials (LFPs) represent a different spatial-temporal scale of brain activity compared to spikes, offering key advantages including improved long-term stability, reduced energy consumption, and lower bandwidth requirement. Despite these benefits, LFP","authors_text":"Lin Du, Peicheng Wu, Runze Ma, Zhenyu Bu","cross_cats":["cs.AI","q-bio.NC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-05-14T14:16:22Z","title":"REALM: Retrospective Encoder Alignment for LFP Modeling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.14867","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":"sha256:6a7718ac0b0d263a01f50d369b84fdf98caa628ae884900c11fc2d56a6c35afd","target":"record","created_at":"2026-05-17T23:38:56Z","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":"046ade7cf7da42b91c06714a021e8b5e4da2b70bc07bea68e4bbcc8dbe5c785c","cross_cats_sorted":["cs.AI","q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-05-14T14:16:22Z","title_canon_sha256":"db2ca03ee77855dcc35dfd23eb1f03bc529d85b4ecaff1fb56cb5369c66e58ea"},"schema_version":"1.0","source":{"id":"2605.14867","kind":"arxiv","version":1}},"canonical_sha256":"7df19793479e71195797f901d00144d8722251f30f2c23e99e655f98e0cf93f1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7df19793479e71195797f901d00144d8722251f30f2c23e99e655f98e0cf93f1","first_computed_at":"2026-05-17T23:38:56.175477Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:38:56.175477Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PrQYCqTYq7IqK1cbVV3XKIaCGstJfnPpykiKE75VyqdXy0IDI5ipsblQutHLbBpJSuHTsU5JPu+k2IfQds4UAg==","signature_status":"signed_v1","signed_at":"2026-05-17T23:38:56.176241Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.14867","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6a7718ac0b0d263a01f50d369b84fdf98caa628ae884900c11fc2d56a6c35afd","sha256:1f5d914a5abd76cd90a89e9a11a33bef64880da534b89775730e5e4a061f0d6f"],"state_sha256":"c7459167c07c55f1745777f2ce1f038b2f7d33d7e82480f50c3c213d9fe18e7a"}