{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:MPVB6WKD4B6U5VIJD2FFSEZJ2N","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":"84db0d2202612219d70010bd667996c6c297297e9c1c252f996322322ad8f1c9","cross_cats_sorted":["cs.AI","cs.ET","cs.NE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.CG","submitted_at":"2024-07-25T13:08:24Z","title_canon_sha256":"2e0dc3ce135f387da00ee163fa8f80c1eff498e5e2d9ed33bf1709ec17b19a15"},"schema_version":"1.0","source":{"id":"2407.18017","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.18017","created_at":"2026-07-05T08:48:33Z"},{"alias_kind":"arxiv_version","alias_value":"2407.18017v1","created_at":"2026-07-05T08:48:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.18017","created_at":"2026-07-05T08:48:33Z"},{"alias_kind":"pith_short_12","alias_value":"MPVB6WKD4B6U","created_at":"2026-07-05T08:48:33Z"},{"alias_kind":"pith_short_16","alias_value":"MPVB6WKD4B6U5VIJ","created_at":"2026-07-05T08:48:33Z"},{"alias_kind":"pith_short_8","alias_value":"MPVB6WKD","created_at":"2026-07-05T08:48:33Z"}],"graph_snapshots":[{"event_id":"sha256:48ec802be2cf26478f002a13d8d3d00c8e242858a370c46e6fd03172c07dce0d","target":"graph","created_at":"2026-07-05T08:48:33Z","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/2407.18017/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Elementary Cellular Automata (ECA) are a well-studied computational universe that is, despite its simple configurations, capable of impressive computational variety. Harvesting this computation in a useful way has historically shown itself to be difficult, but if combined with reservoir computing (RC), this becomes much more feasible. Furthermore, RC and ECA enable energy-efficient AI, making the combination a promising concept for Edge AI. In this work, we contrast ECA to substrates of Partially-Local CA (PLCA) and Homogeneous Homogeneous Random Boolean Networks (HHRBN). They are, in comparis","authors_text":"Francesco Martinuzzi, Pedro Gon\\c{c}alves Lind, Ruben Jahren, Stefano Nichele, Tom Eivind Glover","cross_cats":["cs.AI","cs.ET","cs.NE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.CG","submitted_at":"2024-07-25T13:08:24Z","title":"A Sensitivity Analysis of Cellular Automata and Heterogeneous Topology Networks: Partially-Local Cellular Automata and Homogeneous Homogeneous Random Boolean Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.18017","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":"sha256:857d5e2a1c205761ba6b2d4a9f0b65f38f5169b8261ee2e1c5f1303d453d9907","target":"record","created_at":"2026-07-05T08:48:33Z","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":"84db0d2202612219d70010bd667996c6c297297e9c1c252f996322322ad8f1c9","cross_cats_sorted":["cs.AI","cs.ET","cs.NE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.CG","submitted_at":"2024-07-25T13:08:24Z","title_canon_sha256":"2e0dc3ce135f387da00ee163fa8f80c1eff498e5e2d9ed33bf1709ec17b19a15"},"schema_version":"1.0","source":{"id":"2407.18017","kind":"arxiv","version":1}},"canonical_sha256":"63ea1f5943e07d4ed5091e8a591329d36ec4af49bbac07990496b9b5b2214470","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"63ea1f5943e07d4ed5091e8a591329d36ec4af49bbac07990496b9b5b2214470","first_computed_at":"2026-07-05T08:48:33.148795Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:48:33.148795Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZzgzLWCfgEdoEszzwaq7rAv429MVIksaEZCPfPPTyNYpnHu7R3NSxgnktfZQ11JpCLP5z8UjpLRzAQrccjSmCg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:48:33.149228Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.18017","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:857d5e2a1c205761ba6b2d4a9f0b65f38f5169b8261ee2e1c5f1303d453d9907","sha256:48ec802be2cf26478f002a13d8d3d00c8e242858a370c46e6fd03172c07dce0d"],"state_sha256":"4676587fb89d4b03b1d42e55e439077c5af411a6290e3e3381110d0be6726ba2"}