{"as_of":"2026-08-23T04:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:73b98158dffd87f7a9e06e9a7474332a73cba1863842857d40c56b53a9cee77b","coverage":[{"denominator":11,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":11,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-13T20:06:56.243972Z","state":"measured"},{"denominator":11,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":11,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2603.22770/citation-record","integrity":"/paper/2603.22770/integrity","json":"/paper/2603.22770/citation-record.json","paper":"/paper/2603.22770"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1108/eb007637","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"doi: 10.1108/eb007637","venue":"Sensor Review","work_id":"c94c0ae6-5a3b-4afc-88cb-590480247ba6","year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:f400d79a94a9a55bc9698db465ceb1fff6ec80bb6160d37b2ee14bce409d8eb0","observation_id":"f9923282-0729-4573-a1b1-535f71328eda","resolution":{"observed_at":"2026-07-13T20:09:53.135097Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Marta Andronic and George A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:c74e5538d00e05fd7f3901e26877e4a86c5e18b17df781ee539b65f04ab71268","observation_id":"72c060fd-c026-44e1-863b-f413a9717190","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:6e895de84da40133aa0f10c54b626c1e7accf21d41fd7409000d4a9fb8eee9cf","observation_id":"4e12f432-36b1-4f90-b6f3-18ca9c9f4e20","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1308.3432","last_updated":"2013-08-15T15:19:34Z","snapshot_observed_at":"2026-08-14T04:51:04.817737Z","submitted_at":"2013-08-15T15:19:34Z","title":"Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1308.3432","snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Izan Catalán, José Flich, and Carles Hernández","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"cited_paper":"/paper/1308.3432","citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:280335af4d953068319d8b452412640b54ce93be10cb30b7c9fbc198f6d91914","observation_id":"19760cec-1b3b-4e1c-845d-4de623c59067","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Assessing safety risks and quantization-aware safety patching for quantized large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:91f8811cf2a490d424037b401aeb706e7f207209fe8d2bd7c0c7df92dd287b41","observation_id":"1f1649c5-9035-4f59-9287-c3725239ef63","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04964","last_updated":"2024-07-06T05:31:11Z","snapshot_observed_at":"2026-08-18T02:42:00.033453Z","submitted_at":"2024-07-06T05:31:11Z","title":"ZOBNN: Zero-Overhead Dependable Design of Binary Neural Networks with Deliberately Quantized Parameters","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04964","snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Zobnn: Zero-overhead dependable design of binary neural networks with deliberately quantized parameters.arXiv preprint arXiv:2407.04964,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"cited_paper":"/paper/2407.04964","citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:46dadee1a2241b5849beb0d95b9500d76a53c8d9087f5ed0f1721c47effd923a","observation_id":"4760b8d2-175e-42d6-b93b-868c0cad4892","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.01741","last_updated":"2026-06-24T14:30:07Z","snapshot_observed_at":"2026-08-16T13:55:48.425848Z","submitted_at":"2024-05-02T21:23:34Z","title":"PVF:Understanding AI Vulnerability Against SDCs","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.01741","snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Pvf (parameter vulnerability factor): A scalable metric for understanding ai vulnerability against sdcs in model parameters.arXiv preprint arXiv:2405.01741,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"cited_paper":"/paper/2405.01741","citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:7a425b27f8ebfccef1e0c2a3bd9fcc2c0e2e3b7b162e94c0f015184d83f4862b","observation_id":"d4621877-adb8-4663-ac46-10fb61fd4b84","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.16286","last_updated":"2025-02-22T16:35:38Z","snapshot_observed_at":"2026-08-16T12:56:05.013450Z","submitted_at":"2025-02-22T16:35:38Z","title":"Verification of Bit-Flip Attacks against Quantized Neural Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.16286","snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Verification of bit-flip attacks against quantized neural networks.arXiv preprint arXiv:2502.16286,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"cited_paper":"/paper/2502.16286","citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:eb60f739438409e9477dbac05ce2362780bfac5c56b24157373fe282b0f45fa4","observation_id":"c35ad3ac-2781-4ea4-b2d6-3e866f13c084","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Ll-vit: Edge deployable vision transformers with look up table neurons.arXiv preprint arXiv:2511.00812,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:c2a9d7f5150103b60d9930c6c5ffccf4190143d76c403e30f9ec570d8b157187","observation_id":"514d38d3-4566-4a6b-9785-dc39abcb2a84","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3629522","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"doi: 10.1145/3629522","venue":"ACM Transactions on Architecture and Code Optimization","work_id":"29e1d6ae-7439-4737-9e84-fff1b9895d19","year":null},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:a1a35a82e46422962491ba7441223366087e60d30813e5f696552700e6e7c6dd","observation_id":"3cedb4ff-28d9-4156-b524-d41070f3236c","resolution":{"observed_at":"2026-07-13T20:09:53.142191Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T20:06:56.243972Z","title":"Noureldin Zahran, Ahmad Tahmasivand, Ihsen Alouani, Khaled N","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-13T20:06:56.243972Z"},"links":{"citing_paper":"/paper/2603.22770"},"observation_digest":"sha256:b2f859847c41adaa0a6154b4bec966d517a7f662693be26bcff006699660531b","observation_id":"18303fad-4373-45f7-96f3-f3aef1a9f30a","resolution":{"observed_at":"2026-07-13T20:06:56.243972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2603.22770","last_updated":"2026-07-02T18:00:40Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-14T23:44:10.830029Z","submitted_at":"2026-03-24T03:53:04Z","title":"From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips"},"reference_resolution":{"displayed":11,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":9,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":11},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2603.22770."}