{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PSW54LME3KLQVVF5UE65GBW3U4","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":"dee4fce36613b7135157a6d368e87d4d69f314fe1964b0f21af7571b15b69905","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2026-06-21T17:22:45Z","title_canon_sha256":"d9246b79e1ba560824c4ea27070bdcf0ba6ee2f3869aaf26cee7250b33f753ae"},"schema_version":"1.0","source":{"id":"2606.22604","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22604","created_at":"2026-06-23T02:13:42Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22604v1","created_at":"2026-06-23T02:13:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22604","created_at":"2026-06-23T02:13:42Z"},{"alias_kind":"pith_short_12","alias_value":"PSW54LME3KLQ","created_at":"2026-06-23T02:13:42Z"},{"alias_kind":"pith_short_16","alias_value":"PSW54LME3KLQVVF5","created_at":"2026-06-23T02:13:42Z"},{"alias_kind":"pith_short_8","alias_value":"PSW54LME","created_at":"2026-06-23T02:13:42Z"}],"graph_snapshots":[{"event_id":"sha256:a23783691b4dc97a2719d1b3d25951aedc30d4fb16b366da688c7a370b015f5d","target":"graph","created_at":"2026-06-23T02:13:42Z","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/2606.22604/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Hybrid neural networks (HNNs) that integrate artificial neural networks (ANNs) with brain-inspired neural networks have achieved broad success across perception and control tasks. However, much of the current success is confined to neuron-scale hybridization, where discrete, spike-based coding fundamentally limits applicability to continuous-state estimation tasks. In neuroscience, continuous attractor neural networks (CANNs) represent continuous states through neural ensembles, pointing to a population-scale route for HNNs to address this limitation. Yet, principled methodologies for ANN-CANN","authors_text":"Hanle Zheng, Lei Deng, Yancheng Zhou, Yujie Wu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2026-06-21T17:22:45Z","title":"A Theory-grounded Hybrid Neural Network Integrating Complementary Estimation Mechanisms for Stable Visual Object TrackingA"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22604","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":"sha256:4191657575dea7614be4a1999778c89c9ce8de45e5ed1f4b8556696b13d7d03c","target":"record","created_at":"2026-06-23T02:13:42Z","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":"dee4fce36613b7135157a6d368e87d4d69f314fe1964b0f21af7571b15b69905","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2026-06-21T17:22:45Z","title_canon_sha256":"d9246b79e1ba560824c4ea27070bdcf0ba6ee2f3869aaf26cee7250b33f753ae"},"schema_version":"1.0","source":{"id":"2606.22604","kind":"arxiv","version":1}},"canonical_sha256":"7cadde2d84da970ad4bda13dd306dba71695a9085f1fab17a84de3dfffdb5a5c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7cadde2d84da970ad4bda13dd306dba71695a9085f1fab17a84de3dfffdb5a5c","first_computed_at":"2026-06-23T02:13:42.628257Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:13:42.628257Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0IrFM8KRrWImmxVZzay5BIoTczNQSLMgMvyfOk3TUnZj0aZmEZ/Jy4nrVTH4IIufTKjqlInnsYUyuOxPNmjLCQ==","signature_status":"signed_v1","signed_at":"2026-06-23T02:13:42.628665Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.22604","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4191657575dea7614be4a1999778c89c9ce8de45e5ed1f4b8556696b13d7d03c","sha256:a23783691b4dc97a2719d1b3d25951aedc30d4fb16b366da688c7a370b015f5d"],"state_sha256":"f6d37bb56a7cee83689eaf6f826c97b68981ba234434c450646469cc5e857155"}