{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:3MKBFRBJHEC4NPR7Y5IZ7IDDJE","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":"d267c987eed8c425bec2866599e3d1854497bd7f2874231318ac5a38d3b3361d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.app-ph","submitted_at":"2023-10-16T11:55:42Z","title_canon_sha256":"f4dfcc01ac1e27313edeec8b41161d25f6bfe9abdfb7db1cc9cbfff8473a86e9"},"schema_version":"1.0","source":{"id":"2310.10317","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.10317","created_at":"2026-07-05T07:01:18Z"},{"alias_kind":"arxiv_version","alias_value":"2310.10317v1","created_at":"2026-07-05T07:01:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.10317","created_at":"2026-07-05T07:01:18Z"},{"alias_kind":"pith_short_12","alias_value":"3MKBFRBJHEC4","created_at":"2026-07-05T07:01:18Z"},{"alias_kind":"pith_short_16","alias_value":"3MKBFRBJHEC4NPR7","created_at":"2026-07-05T07:01:18Z"},{"alias_kind":"pith_short_8","alias_value":"3MKBFRBJ","created_at":"2026-07-05T07:01:18Z"}],"graph_snapshots":[{"event_id":"sha256:51299ad46b667676101b5778e18ece0c993fd5b3c2dfce9115f05f7097872442","target":"graph","created_at":"2026-07-05T07:01:18Z","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/2310.10317/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Stochasticity plays a significant role in the low-power operation of a biological neural network. In an artificial neural network (ANN), stochasticity also contributes to critical functions such as the uncertainty quantification (UQ) for estimating the probability for the correctness of prediction. This UQ is vital for cutting-edge applications, including medical diagnostics, autopilots, and large language models. Thanks to high computing velocity and low dissipation, a spin-orbit-torque (SOT) device exhibits significant potential for implementing the UQ. However, up until now, the application","authors_text":"Cen Wang, Guang Zeng, Shiheng Liang, Shiwei Chen, Wei Luo, Xinyu Wen, Yue Zhang, Yuhui He","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.app-ph","submitted_at":"2023-10-16T11:55:42Z","title":"Stochastic spin-orbit-torque synapse and its application in uncertainty quantification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.10317","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:db520f51977818aa4fd1c445fe35476dd1794561674ae5be99e75c3e06824763","target":"record","created_at":"2026-07-05T07:01:18Z","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":"d267c987eed8c425bec2866599e3d1854497bd7f2874231318ac5a38d3b3361d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.app-ph","submitted_at":"2023-10-16T11:55:42Z","title_canon_sha256":"f4dfcc01ac1e27313edeec8b41161d25f6bfe9abdfb7db1cc9cbfff8473a86e9"},"schema_version":"1.0","source":{"id":"2310.10317","kind":"arxiv","version":1}},"canonical_sha256":"db1412c4293905c6be3fc7519fa06349100a424495f67e35fd6369efa67d0ef5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"db1412c4293905c6be3fc7519fa06349100a424495f67e35fd6369efa67d0ef5","first_computed_at":"2026-07-05T07:01:18.554537Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:01:18.554537Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aerLfQrmunD+ottucvRt+BJcpZA99abbiQ/fLxU5M70swRe1/d2iJ3jhQJqbkFW67kdkpjW1bw58web3Q+HnCg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:01:18.555079Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.10317","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:db520f51977818aa4fd1c445fe35476dd1794561674ae5be99e75c3e06824763","sha256:51299ad46b667676101b5778e18ece0c993fd5b3c2dfce9115f05f7097872442"],"state_sha256":"e7b6d42c375f6fecc4dffadec8641066b1975f0809a8ed6b68c75bdd44ac8023"}