{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:QKVX7D7JVEK3VUBXIHCN3AG2GD","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":"fa275426c9c5abe08a934a5ae6112b050f64529e5d67311652d839c68e33864a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2016-12-22T13:35:13Z","title_canon_sha256":"10ac88d822193865dab33b54550b0d9f287bf80f6933fe2b843e4ea7a32eb598"},"schema_version":"1.0","source":{"id":"1612.07593","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1612.07593","created_at":"2026-07-05T01:17:15Z"},{"alias_kind":"arxiv_version","alias_value":"1612.07593v3","created_at":"2026-07-05T01:17:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1612.07593","created_at":"2026-07-05T01:17:15Z"},{"alias_kind":"pith_short_12","alias_value":"QKVX7D7JVEK3","created_at":"2026-07-05T01:17:15Z"},{"alias_kind":"pith_short_16","alias_value":"QKVX7D7JVEK3VUBX","created_at":"2026-07-05T01:17:15Z"},{"alias_kind":"pith_short_8","alias_value":"QKVX7D7J","created_at":"2026-07-05T01:17:15Z"}],"graph_snapshots":[{"event_id":"sha256:d5c4ea4347b40d9639dd5da8c759851ec4e69a98693d1a59a0349a5a9dd8c1c1","target":"graph","created_at":"2026-07-05T01:17:15Z","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/1612.07593/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Noise and decoherence are two major obstacles to the implementation of large-scale quantum computing. Because of the no-cloning theorem, which says we cannot make an exact copy of an arbitrary quantum state, simple redundancy will not work in a quantum context, and unwanted interactions with the environment can destroy coherence and thus the quantum nature of the computation. Because of the parallel and distributed nature of classical neural networks, they have long been successfully used to deal with incomplete or damaged data. In this work, we show that our model of a quantum neural network ","authors_text":"Elizabeth C. Behrman, James E. Steck, Nam H. Nguyen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2016-12-22T13:35:13Z","title":"Quantum Learning with Noise and Decoherence: A Robust Quantum Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1612.07593","kind":"arxiv","version":3},"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":"sha256:863ee3a31038aea20c8191faab8700e373e11ecc8f947849ea7f4205737476fe","target":"record","created_at":"2026-07-05T01:17:15Z","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":"fa275426c9c5abe08a934a5ae6112b050f64529e5d67311652d839c68e33864a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2016-12-22T13:35:13Z","title_canon_sha256":"10ac88d822193865dab33b54550b0d9f287bf80f6933fe2b843e4ea7a32eb598"},"schema_version":"1.0","source":{"id":"1612.07593","kind":"arxiv","version":3}},"canonical_sha256":"82ab7f8fe9a915bad03741c4dd80da30d4e018b19b73525e7891d2fd050795c0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"82ab7f8fe9a915bad03741c4dd80da30d4e018b19b73525e7891d2fd050795c0","first_computed_at":"2026-07-05T01:17:15.009835Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:17:15.009835Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tPiq05tuJuYFy2qmbqcrWDbxnJ0pquZptaE0y+HJnbRdOW7CplCYizX3TJtaA1R9rB9guVsCctx0U4LEVDRMDg==","signature_status":"signed_v1","signed_at":"2026-07-05T01:17:15.010194Z","signed_message":"canonical_sha256_bytes"},"source_id":"1612.07593","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:863ee3a31038aea20c8191faab8700e373e11ecc8f947849ea7f4205737476fe","sha256:d5c4ea4347b40d9639dd5da8c759851ec4e69a98693d1a59a0349a5a9dd8c1c1"],"state_sha256":"ba16d543ed0a2b4b723ccb0f0178855dc30cc55c4d14f158f0ca4e7584825d6d"}