{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:3NVHGIDX2G46XNRQIRVX6AGGJ5","short_pith_number":"pith:3NVHGIDX","canonical_record":{"source":{"id":"2206.05971","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2022-06-13T08:33:22Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ad81073678adb8036b7208864d5d822fb9e2890be11213d87c4c9e500c1b2eca","abstract_canon_sha256":"e0c1accbb5182885c29f1eb81c7f1d65f1008189df3c2fdb1e05c9b556ea833c"},"schema_version":"1.0"},"canonical_sha256":"db6a732077d1b9ebb630446b7f00c64f6b9923d0bf2771c760c10a76e0dee1ee","source":{"kind":"arxiv","id":"2206.05971","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2206.05971","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"arxiv_version","alias_value":"2206.05971v2","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2206.05971","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_12","alias_value":"3NVHGIDX2G46","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_16","alias_value":"3NVHGIDX2G46XNRQ","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_8","alias_value":"3NVHGIDX","created_at":"2026-07-05T04:51:23Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:3NVHGIDX2G46XNRQIRVX6AGGJ5","target":"record","payload":{"canonical_record":{"source":{"id":"2206.05971","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2022-06-13T08:33:22Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ad81073678adb8036b7208864d5d822fb9e2890be11213d87c4c9e500c1b2eca","abstract_canon_sha256":"e0c1accbb5182885c29f1eb81c7f1d65f1008189df3c2fdb1e05c9b556ea833c"},"schema_version":"1.0"},"canonical_sha256":"db6a732077d1b9ebb630446b7f00c64f6b9923d0bf2771c760c10a76e0dee1ee","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:51:23.398585Z","signature_b64":"pNTIv4aqHs73WMRebNRx1kt7nad4P/SrrrstOzytAfQUDbzF+4nTvAb0Is4sZGggCxM2btcwKLeiMcP85+klCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"db6a732077d1b9ebb630446b7f00c64f6b9923d0bf2771c760c10a76e0dee1ee","last_reissued_at":"2026-07-05T04:51:23.398070Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:51:23.398070Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2206.05971","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:51:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kd5v/EOriAdHDRSdWCgxzk58y/dAMCm9hyMpY/bzSs+8r3No9aAI9ep6E+Ush75MjZCd2t3C/6d4RBEYpeMdCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T04:29:35.045930Z"},"content_sha256":"48e3f45b8a5f2508d9088776bf5c1c5743a8f2ac81f8cafaafb5116c76419b18","schema_version":"1.0","event_id":"sha256:48e3f45b8a5f2508d9088776bf5c1c5743a8f2ac81f8cafaafb5116c76419b18"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:3NVHGIDX2G46XNRQIRVX6AGGJ5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Biologically Inspired Neural Path Finding","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LG","authors_text":"Daniel Cremers, Hang Li, Qadeer Khan, Volker Tresp","submitted_at":"2022-06-13T08:33:22Z","abstract_excerpt":"The human brain can be considered to be a graphical structure comprising of tens of billions of biological neurons connected by synapses. It has the remarkable ability to automatically re-route information flow through alternate paths in case some neurons are damaged. Moreover, the brain is capable of retaining information and applying it to similar but completely unseen scenarios. In this paper, we take inspiration from these attributes of the brain, to develop a computational framework to find the optimal low cost path between a source node and a destination node in a generalized graph. We s"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2206.05971","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2206.05971/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":"2026-07-05T04:51:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iXqj7QnbZ0YIOzkQxWSwHGhh0pG4bBki7NN/HdUE50uLyHC3XuHmxyRJra9YXFXlBO7YEmq4jrXjZjpCgBTJAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T04:29:35.046662Z"},"content_sha256":"2bc2ce50b6b6f98c89a466febb35c56da310fde0a0d29ae4e7e7529ee0f3cbf1","schema_version":"1.0","event_id":"sha256:2bc2ce50b6b6f98c89a466febb35c56da310fde0a0d29ae4e7e7529ee0f3cbf1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/bundle.json","state_url":"https://pith.science/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/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":"2026-08-21T04:29:35Z","links":{"resolver":"https://pith.science/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5","bundle":"https://pith.science/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/bundle.json","state":"https://pith.science/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3NVHGIDX2G46XNRQIRVX6AGGJ5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:3NVHGIDX2G46XNRQIRVX6AGGJ5","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":"e0c1accbb5182885c29f1eb81c7f1d65f1008189df3c2fdb1e05c9b556ea833c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2022-06-13T08:33:22Z","title_canon_sha256":"ad81073678adb8036b7208864d5d822fb9e2890be11213d87c4c9e500c1b2eca"},"schema_version":"1.0","source":{"id":"2206.05971","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2206.05971","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"arxiv_version","alias_value":"2206.05971v2","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2206.05971","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_12","alias_value":"3NVHGIDX2G46","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_16","alias_value":"3NVHGIDX2G46XNRQ","created_at":"2026-07-05T04:51:23Z"},{"alias_kind":"pith_short_8","alias_value":"3NVHGIDX","created_at":"2026-07-05T04:51:23Z"}],"graph_snapshots":[{"event_id":"sha256:2bc2ce50b6b6f98c89a466febb35c56da310fde0a0d29ae4e7e7529ee0f3cbf1","target":"graph","created_at":"2026-07-05T04:51:23Z","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/2206.05971/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The human brain can be considered to be a graphical structure comprising of tens of billions of biological neurons connected by synapses. It has the remarkable ability to automatically re-route information flow through alternate paths in case some neurons are damaged. Moreover, the brain is capable of retaining information and applying it to similar but completely unseen scenarios. In this paper, we take inspiration from these attributes of the brain, to develop a computational framework to find the optimal low cost path between a source node and a destination node in a generalized graph. We s","authors_text":"Daniel Cremers, Hang Li, Qadeer Khan, Volker Tresp","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2022-06-13T08:33:22Z","title":"Biologically Inspired Neural Path Finding"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2206.05971","kind":"arxiv","version":2},"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":"sha256:48e3f45b8a5f2508d9088776bf5c1c5743a8f2ac81f8cafaafb5116c76419b18","target":"record","created_at":"2026-07-05T04:51:23Z","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":"e0c1accbb5182885c29f1eb81c7f1d65f1008189df3c2fdb1e05c9b556ea833c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2022-06-13T08:33:22Z","title_canon_sha256":"ad81073678adb8036b7208864d5d822fb9e2890be11213d87c4c9e500c1b2eca"},"schema_version":"1.0","source":{"id":"2206.05971","kind":"arxiv","version":2}},"canonical_sha256":"db6a732077d1b9ebb630446b7f00c64f6b9923d0bf2771c760c10a76e0dee1ee","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"db6a732077d1b9ebb630446b7f00c64f6b9923d0bf2771c760c10a76e0dee1ee","first_computed_at":"2026-07-05T04:51:23.398070Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:51:23.398070Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pNTIv4aqHs73WMRebNRx1kt7nad4P/SrrrstOzytAfQUDbzF+4nTvAb0Is4sZGggCxM2btcwKLeiMcP85+klCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T04:51:23.398585Z","signed_message":"canonical_sha256_bytes"},"source_id":"2206.05971","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48e3f45b8a5f2508d9088776bf5c1c5743a8f2ac81f8cafaafb5116c76419b18","sha256:2bc2ce50b6b6f98c89a466febb35c56da310fde0a0d29ae4e7e7529ee0f3cbf1"],"state_sha256":"2a2d54a621ed03dd50f94f494b56d29fa2ce9a1a667bbc93c0a783dfc01a2fdf"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gd+YUJC2w9HZJye2ou3zPFTC5cSPrmuU2x0G3/a+TCeTjGlYjLXhee5m8aMGOjcqHsTbUfZ+6nn/fwUd+MVrAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T04:29:35.051833Z","bundle_sha256":"76722e51d3feffbfa561c0d46166096e026862a3454102f3df1dc0c1954783d8"}}