{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:CYFXITIZ54W6CJ3JJPSXYSRJWR","short_pith_number":"pith:CYFXITIZ","canonical_record":{"source":{"id":"2312.01089","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.AO","submitted_at":"2023-12-02T09:44:51Z","cross_cats_sorted":["nlin.CD"],"title_canon_sha256":"7634638e8117130edbe2eefd77f4c0732829bb87ea95e4fa42c7bf913b31235f","abstract_canon_sha256":"56e423ada91795ee4747e908f664b5e2983990b9da92bcfc6397f184e31c8412"},"schema_version":"1.0"},"canonical_sha256":"160b744d19ef2de127694be57c4a29b47bd566c1e9b89df2914a6e8cb6017135","source":{"kind":"arxiv","id":"2312.01089","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.01089","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"arxiv_version","alias_value":"2312.01089v3","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.01089","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_12","alias_value":"CYFXITIZ54W6","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_16","alias_value":"CYFXITIZ54W6CJ3J","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_8","alias_value":"CYFXITIZ","created_at":"2026-07-05T08:18:46Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:CYFXITIZ54W6CJ3JJPSXYSRJWR","target":"record","payload":{"canonical_record":{"source":{"id":"2312.01089","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.AO","submitted_at":"2023-12-02T09:44:51Z","cross_cats_sorted":["nlin.CD"],"title_canon_sha256":"7634638e8117130edbe2eefd77f4c0732829bb87ea95e4fa42c7bf913b31235f","abstract_canon_sha256":"56e423ada91795ee4747e908f664b5e2983990b9da92bcfc6397f184e31c8412"},"schema_version":"1.0"},"canonical_sha256":"160b744d19ef2de127694be57c4a29b47bd566c1e9b89df2914a6e8cb6017135","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:18:46.568545Z","signature_b64":"JaEYE7+P1jH8lTQajfODjCc82RBe4+v60gZXE4Y/2RbTQrZAAVmFrQH0UVo031M85iIrShyXzR/TOuG9OreDBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"160b744d19ef2de127694be57c4a29b47bd566c1e9b89df2914a6e8cb6017135","last_reissued_at":"2026-07-05T08:18:46.567995Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:18:46.567995Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.01089","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:18:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fTNsSW90hYp6ZbiS3PMUDHS+jREusBgjjFQW/iPGEla5kGHhECafJgIRogVqEnngIayQoVSN88x+70RbsW3VDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T08:12:22.779432Z"},"content_sha256":"9032551c876e7ace4255e1dcb5275ac760e8be1aeb109b87d4e9433cc94de5b4","schema_version":"1.0","event_id":"sha256:9032551c876e7ace4255e1dcb5275ac760e8be1aeb109b87d4e9433cc94de5b4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:CYFXITIZ54W6CJ3JJPSXYSRJWR","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Minimal Model for Reservoir Computing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["nlin.CD"],"primary_cat":"nlin.AO","authors_text":"Miki Kobayashi, Yuzuru Sato","submitted_at":"2023-12-02T09:44:51Z","abstract_excerpt":"A minimal model for reservoir computing is studied. We demonstrate that a reservoir computer exists that emulates given coupled maps by constructing a modularized network. We describe a possible mechanism for collapses of the emulation in the reservoir computing by introducing a measure of finite scale deviation. Such transitory behaviour is caused by either (i) an escape from a finite-time stagnation near an unstable chaotic set, or (ii) a critical transition driven by the effective parameter drift. Our approach reveals the essential mechanism for reservoir computing and provides insights int"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.01089","kind":"arxiv","version":3},"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/2312.01089/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":"2026-07-05T08:18:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"O8NB5Lo8VoqSG4lUc9YKRObFZjXdCIqtCsFr5h1nWkYUTg4E3STkOjGkJMqkoTLx2izpwrcgArXE2iyrU8UVBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T08:12:22.779810Z"},"content_sha256":"d03b05af6e17991ec4c0315c1d32913288194b5ca6059b76accbc23654f7907a","schema_version":"1.0","event_id":"sha256:d03b05af6e17991ec4c0315c1d32913288194b5ca6059b76accbc23654f7907a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/bundle.json","state_url":"https://pith.science/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/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":"2026-07-06T08:12:22Z","links":{"resolver":"https://pith.science/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR","bundle":"https://pith.science/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/bundle.json","state":"https://pith.science/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CYFXITIZ54W6CJ3JJPSXYSRJWR/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:CYFXITIZ54W6CJ3JJPSXYSRJWR","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":"56e423ada91795ee4747e908f664b5e2983990b9da92bcfc6397f184e31c8412","cross_cats_sorted":["nlin.CD"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.AO","submitted_at":"2023-12-02T09:44:51Z","title_canon_sha256":"7634638e8117130edbe2eefd77f4c0732829bb87ea95e4fa42c7bf913b31235f"},"schema_version":"1.0","source":{"id":"2312.01089","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.01089","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"arxiv_version","alias_value":"2312.01089v3","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.01089","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_12","alias_value":"CYFXITIZ54W6","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_16","alias_value":"CYFXITIZ54W6CJ3J","created_at":"2026-07-05T08:18:46Z"},{"alias_kind":"pith_short_8","alias_value":"CYFXITIZ","created_at":"2026-07-05T08:18:46Z"}],"graph_snapshots":[{"event_id":"sha256:d03b05af6e17991ec4c0315c1d32913288194b5ca6059b76accbc23654f7907a","target":"graph","created_at":"2026-07-05T08:18:46Z","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/2312.01089/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"A minimal model for reservoir computing is studied. We demonstrate that a reservoir computer exists that emulates given coupled maps by constructing a modularized network. We describe a possible mechanism for collapses of the emulation in the reservoir computing by introducing a measure of finite scale deviation. Such transitory behaviour is caused by either (i) an escape from a finite-time stagnation near an unstable chaotic set, or (ii) a critical transition driven by the effective parameter drift. Our approach reveals the essential mechanism for reservoir computing and provides insights int","authors_text":"Miki Kobayashi, Yuzuru Sato","cross_cats":["nlin.CD"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.AO","submitted_at":"2023-12-02T09:44:51Z","title":"Minimal Model for Reservoir Computing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.01089","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":"sha256:9032551c876e7ace4255e1dcb5275ac760e8be1aeb109b87d4e9433cc94de5b4","target":"record","created_at":"2026-07-05T08:18:46Z","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":"56e423ada91795ee4747e908f664b5e2983990b9da92bcfc6397f184e31c8412","cross_cats_sorted":["nlin.CD"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"nlin.AO","submitted_at":"2023-12-02T09:44:51Z","title_canon_sha256":"7634638e8117130edbe2eefd77f4c0732829bb87ea95e4fa42c7bf913b31235f"},"schema_version":"1.0","source":{"id":"2312.01089","kind":"arxiv","version":3}},"canonical_sha256":"160b744d19ef2de127694be57c4a29b47bd566c1e9b89df2914a6e8cb6017135","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"160b744d19ef2de127694be57c4a29b47bd566c1e9b89df2914a6e8cb6017135","first_computed_at":"2026-07-05T08:18:46.567995Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:18:46.567995Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JaEYE7+P1jH8lTQajfODjCc82RBe4+v60gZXE4Y/2RbTQrZAAVmFrQH0UVo031M85iIrShyXzR/TOuG9OreDBA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:18:46.568545Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.01089","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9032551c876e7ace4255e1dcb5275ac760e8be1aeb109b87d4e9433cc94de5b4","sha256:d03b05af6e17991ec4c0315c1d32913288194b5ca6059b76accbc23654f7907a"],"state_sha256":"8730fdd1734b250d5906a083267a66ddbcec75d5d96e4cea855e2195325a5ca4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7emx/FQw1xPmuMaa10QNszncBLyVWQ9wAwi/yMpjtDnRpkbG46PAps0AQTVd2WfyhCd+37/kLIYkjAoCYVIXCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T08:12:22.781766Z","bundle_sha256":"13f02eef82ebf710172b91fec43a35dd1b7afea791c202d65a5e69ae09dd1154"}}