{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:YVH5766NQKH6OQ27E54JJ6HUQ7","short_pith_number":"pith:YVH5766N","canonical_record":{"source":{"id":"2511.02051","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2025-11-03T20:35:47Z","cross_cats_sorted":["cs.ET","physics.med-ph"],"title_canon_sha256":"9d6d86fa0cd30153644894690b307c6fa1c6e0cacafac65c03d49745fe10402d","abstract_canon_sha256":"f5cd80c853a81d3d14ec90fdf23d9c1a79a1eba982bed80635e7573cba4fa734"},"schema_version":"1.0"},"canonical_sha256":"c54fdffbcd828fe7435f277894f8f487d0b1c46cd808b160a502ce8684c56eb0","source":{"kind":"arxiv","id":"2511.02051","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.02051","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"arxiv_version","alias_value":"2511.02051v1","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.02051","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_12","alias_value":"YVH5766NQKH6","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_16","alias_value":"YVH5766NQKH6OQ27","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_8","alias_value":"YVH5766N","created_at":"2026-07-10T00:18:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:YVH5766NQKH6OQ27E54JJ6HUQ7","target":"record","payload":{"canonical_record":{"source":{"id":"2511.02051","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2025-11-03T20:35:47Z","cross_cats_sorted":["cs.ET","physics.med-ph"],"title_canon_sha256":"9d6d86fa0cd30153644894690b307c6fa1c6e0cacafac65c03d49745fe10402d","abstract_canon_sha256":"f5cd80c853a81d3d14ec90fdf23d9c1a79a1eba982bed80635e7573cba4fa734"},"schema_version":"1.0"},"canonical_sha256":"c54fdffbcd828fe7435f277894f8f487d0b1c46cd808b160a502ce8684c56eb0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-10T00:18:42.321223Z","signature_b64":"pxY3GvDmIVxVcPWQzbKgV1PchS9qtUGhBvZ2kBd2HFePwDZCXMLHE/QTRiMuBP7vLfunTB4tAj8+OEhEYEb8Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c54fdffbcd828fe7435f277894f8f487d0b1c46cd808b160a502ce8684c56eb0","last_reissued_at":"2026-07-10T00:18:42.320790Z","signature_status":"signed_v1","first_computed_at":"2026-07-10T00:18:42.320790Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2511.02051","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":"2026-07-10T00:18:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qozo+POM+x/yS/RrBNaCoQCYa57GaRWCDJLp88y5QoZCN8LyDIFCXycmAxf+J58hgUI/uQpSIJSJwsBYUi6iDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T13:48:51.434668Z"},"content_sha256":"56719f2ebe67e36a7f088e71ed7034f4233dc50dd1bd4333ddb2084f9e664e1a","schema_version":"1.0","event_id":"sha256:56719f2ebe67e36a7f088e71ed7034f4233dc50dd1bd4333ddb2084f9e664e1a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:YVH5766NQKH6OQ27E54JJ6HUQ7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Continuous-variable Quantum Neural Networks for Biomedical Imaging","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.ET","physics.med-ph"],"primary_cat":"quant-ph","authors_text":"Daniel Alejandro Lopez, Miguel Lopez-Montiel, Oscar Castillo, Oscar Montiel","submitted_at":"2025-11-03T20:35:47Z","abstract_excerpt":"Continuous-variable (CV) quantum computing offers a promising framework for scalable quantum machine learning, leveraging optical systems with infinite-dimensional Hilbert spaces. While discrete-variable (DV) quantum neural networks have shown remarkable progress in various computer vision tasks, CV quantum models remain comparatively underexplored. In this work, we present a feasibility study of continuous-variable quantum neural networks (CV-QCNNs) applied to biomedical image classification. Utilizing photonic circuit simulation frameworks, we construct CV quantum circuits composed of Gaussi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.02051","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/2511.02051/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":"2026-07-10T00:18:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J78ns+p5Pp2P7mLph7i85uDvdsSReFmF2FI/01ftNxybbyzmx2N4W62+y9hvPgh3kTIMskVhWL7H0wGwNbSxDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T13:48:51.435476Z"},"content_sha256":"7faa4b950b411370820279d92f9adeeda32a158621994f2fb51d596af3fd61c9","schema_version":"1.0","event_id":"sha256:7faa4b950b411370820279d92f9adeeda32a158621994f2fb51d596af3fd61c9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/bundle.json","state_url":"https://pith.science/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/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":"2026-08-22T13:48:51Z","links":{"resolver":"https://pith.science/pith/YVH5766NQKH6OQ27E54JJ6HUQ7","bundle":"https://pith.science/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/bundle.json","state":"https://pith.science/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YVH5766NQKH6OQ27E54JJ6HUQ7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:YVH5766NQKH6OQ27E54JJ6HUQ7","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":"f5cd80c853a81d3d14ec90fdf23d9c1a79a1eba982bed80635e7573cba4fa734","cross_cats_sorted":["cs.ET","physics.med-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2025-11-03T20:35:47Z","title_canon_sha256":"9d6d86fa0cd30153644894690b307c6fa1c6e0cacafac65c03d49745fe10402d"},"schema_version":"1.0","source":{"id":"2511.02051","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.02051","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"arxiv_version","alias_value":"2511.02051v1","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.02051","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_12","alias_value":"YVH5766NQKH6","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_16","alias_value":"YVH5766NQKH6OQ27","created_at":"2026-07-10T00:18:42Z"},{"alias_kind":"pith_short_8","alias_value":"YVH5766N","created_at":"2026-07-10T00:18:42Z"}],"graph_snapshots":[{"event_id":"sha256:7faa4b950b411370820279d92f9adeeda32a158621994f2fb51d596af3fd61c9","target":"graph","created_at":"2026-07-10T00:18:42Z","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/2511.02051/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Continuous-variable (CV) quantum computing offers a promising framework for scalable quantum machine learning, leveraging optical systems with infinite-dimensional Hilbert spaces. While discrete-variable (DV) quantum neural networks have shown remarkable progress in various computer vision tasks, CV quantum models remain comparatively underexplored. In this work, we present a feasibility study of continuous-variable quantum neural networks (CV-QCNNs) applied to biomedical image classification. Utilizing photonic circuit simulation frameworks, we construct CV quantum circuits composed of Gaussi","authors_text":"Daniel Alejandro Lopez, Miguel Lopez-Montiel, Oscar Castillo, Oscar Montiel","cross_cats":["cs.ET","physics.med-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2025-11-03T20:35:47Z","title":"Towards Continuous-variable Quantum Neural Networks for Biomedical Imaging"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.02051","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":"sha256:56719f2ebe67e36a7f088e71ed7034f4233dc50dd1bd4333ddb2084f9e664e1a","target":"record","created_at":"2026-07-10T00:18:42Z","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":"f5cd80c853a81d3d14ec90fdf23d9c1a79a1eba982bed80635e7573cba4fa734","cross_cats_sorted":["cs.ET","physics.med-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2025-11-03T20:35:47Z","title_canon_sha256":"9d6d86fa0cd30153644894690b307c6fa1c6e0cacafac65c03d49745fe10402d"},"schema_version":"1.0","source":{"id":"2511.02051","kind":"arxiv","version":1}},"canonical_sha256":"c54fdffbcd828fe7435f277894f8f487d0b1c46cd808b160a502ce8684c56eb0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c54fdffbcd828fe7435f277894f8f487d0b1c46cd808b160a502ce8684c56eb0","first_computed_at":"2026-07-10T00:18:42.320790Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-10T00:18:42.320790Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pxY3GvDmIVxVcPWQzbKgV1PchS9qtUGhBvZ2kBd2HFePwDZCXMLHE/QTRiMuBP7vLfunTB4tAj8+OEhEYEb8Bw==","signature_status":"signed_v1","signed_at":"2026-07-10T00:18:42.321223Z","signed_message":"canonical_sha256_bytes"},"source_id":"2511.02051","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:56719f2ebe67e36a7f088e71ed7034f4233dc50dd1bd4333ddb2084f9e664e1a","sha256:7faa4b950b411370820279d92f9adeeda32a158621994f2fb51d596af3fd61c9"],"state_sha256":"19e3cac462c5421fa9c22fd86982bcc8b7c6e6d3160426121c533fb54f24f6b2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LUVDt+FD99Q8fhrIZJvXG9UmOB6X8GDH7nzfDqVxr2pbQ26lafIu3fJGBy3S6mV/CTOanGTdDgSU4q4KfKoCCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T13:48:51.439670Z","bundle_sha256":"76ccce003c9223c214993a7d73b32393c339d9e314583bd417deaf17c9efcb89"}}