{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:3IYCG2LTOKD33S35JL6QOZCSUD","short_pith_number":"pith:3IYCG2LT","canonical_record":{"source":{"id":"2007.03367","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2020-07-07T11:57:31Z","cross_cats_sorted":["physics.data-an"],"title_canon_sha256":"29df2465b6f914d55d5226df7f0615fe678ed07015bf882635a34f1c8b40bb79","abstract_canon_sha256":"64236bebf167606a37bbf9588368ed578b6c822bae60ca3107d29bc3d6de6901"},"schema_version":"1.0"},"canonical_sha256":"da302369737287bdcb7d4afd076452a0eb17bb61492dd0cdf911ed718e586fdb","source":{"kind":"arxiv","id":"2007.03367","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2007.03367","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"arxiv_version","alias_value":"2007.03367v2","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.03367","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_12","alias_value":"3IYCG2LTOKD3","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_16","alias_value":"3IYCG2LTOKD33S35","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_8","alias_value":"3IYCG2LT","created_at":"2026-07-05T02:38:29Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:3IYCG2LTOKD33S35JL6QOZCSUD","target":"record","payload":{"canonical_record":{"source":{"id":"2007.03367","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2020-07-07T11:57:31Z","cross_cats_sorted":["physics.data-an"],"title_canon_sha256":"29df2465b6f914d55d5226df7f0615fe678ed07015bf882635a34f1c8b40bb79","abstract_canon_sha256":"64236bebf167606a37bbf9588368ed578b6c822bae60ca3107d29bc3d6de6901"},"schema_version":"1.0"},"canonical_sha256":"da302369737287bdcb7d4afd076452a0eb17bb61492dd0cdf911ed718e586fdb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T02:38:29.468831Z","signature_b64":"H998/HmoPZ7hYfDUMaic06mmQ0Vqs0G7fq0Qc9iCBkGtPWwwjqLpO80eUsrQiE6a2C0DGrbEMn+Jn2GP1ESaAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"da302369737287bdcb7d4afd076452a0eb17bb61492dd0cdf911ed718e586fdb","last_reissued_at":"2026-07-05T02:38:29.468310Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T02:38:29.468310Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2007.03367","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T02:38:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1Oj3YQTdyApP/hh7HFPpGKojISAh3AVe6cMSjQBMI+w3VTOS9exsTCru1iKAEMvk8MUae4OX62DO/7bVEXoDBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T15:19:36.640686Z"},"content_sha256":"2355ac4efcbb1f5bb92f1118bc0630084c2bb193d4eff14ac5c0df7263e28149","schema_version":"1.0","event_id":"sha256:2355ac4efcbb1f5bb92f1118bc0630084c2bb193d4eff14ac5c0df7263e28149"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:3IYCG2LTOKD33S35JL6QOZCSUD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MR. Estimator, a toolbox to determine intrinsic timescales from subsampled spiking activity","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.data-an"],"primary_cat":"q-bio.NC","authors_text":"A. Hagemann, F. P. Spitzner, J. Dehning, J. P. Neto, J. Wilting, J. Zierenberg, V. Priesemann","submitted_at":"2020-07-07T11:57:31Z","abstract_excerpt":"Here we present our Python toolbox \"MR. Estimator\" to reliably estimate the intrinsic timescale from electrophysiologal recordings of heavily subsampled systems. Originally intended for the analysis of time series from neuronal spiking activity, our toolbox is applicable to a wide range of systems where subsampling -- the difficulty to observe the whole system in full detail -- limits our capability to record. Applications range from epidemic spreading to any system that can be represented by an autoregressive process.\n  In the context of neuroscience, the intrinsic timescale can be thought of"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.03367","kind":"arxiv","version":2},"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/2007.03367/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":"2026-07-05T02:38:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gB3B0WaS17nClkHeZ74qP7Rlls5wraxfKj6oJIfbmXLZfd+INmBwP18yms7BHWCv9Zn1JEqvJrKHh4L/yijtAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T15:19:36.641269Z"},"content_sha256":"33700e8180f62f2defc5fb4d2a0fe487c5f2d49d55fd4480d06812e6dff67181","schema_version":"1.0","event_id":"sha256:33700e8180f62f2defc5fb4d2a0fe487c5f2d49d55fd4480d06812e6dff67181"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3IYCG2LTOKD33S35JL6QOZCSUD/bundle.json","state_url":"https://pith.science/pith/3IYCG2LTOKD33S35JL6QOZCSUD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3IYCG2LTOKD33S35JL6QOZCSUD/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":"2026-08-19T15:19:36Z","links":{"resolver":"https://pith.science/pith/3IYCG2LTOKD33S35JL6QOZCSUD","bundle":"https://pith.science/pith/3IYCG2LTOKD33S35JL6QOZCSUD/bundle.json","state":"https://pith.science/pith/3IYCG2LTOKD33S35JL6QOZCSUD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3IYCG2LTOKD33S35JL6QOZCSUD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:3IYCG2LTOKD33S35JL6QOZCSUD","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":"64236bebf167606a37bbf9588368ed578b6c822bae60ca3107d29bc3d6de6901","cross_cats_sorted":["physics.data-an"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2020-07-07T11:57:31Z","title_canon_sha256":"29df2465b6f914d55d5226df7f0615fe678ed07015bf882635a34f1c8b40bb79"},"schema_version":"1.0","source":{"id":"2007.03367","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2007.03367","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"arxiv_version","alias_value":"2007.03367v2","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.03367","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_12","alias_value":"3IYCG2LTOKD3","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_16","alias_value":"3IYCG2LTOKD33S35","created_at":"2026-07-05T02:38:29Z"},{"alias_kind":"pith_short_8","alias_value":"3IYCG2LT","created_at":"2026-07-05T02:38:29Z"}],"graph_snapshots":[{"event_id":"sha256:33700e8180f62f2defc5fb4d2a0fe487c5f2d49d55fd4480d06812e6dff67181","target":"graph","created_at":"2026-07-05T02:38:29Z","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/2007.03367/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Here we present our Python toolbox \"MR. Estimator\" to reliably estimate the intrinsic timescale from electrophysiologal recordings of heavily subsampled systems. Originally intended for the analysis of time series from neuronal spiking activity, our toolbox is applicable to a wide range of systems where subsampling -- the difficulty to observe the whole system in full detail -- limits our capability to record. Applications range from epidemic spreading to any system that can be represented by an autoregressive process.\n  In the context of neuroscience, the intrinsic timescale can be thought of","authors_text":"A. Hagemann, F. P. Spitzner, J. Dehning, J. P. Neto, J. Wilting, J. Zierenberg, V. Priesemann","cross_cats":["physics.data-an"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2020-07-07T11:57:31Z","title":"MR. Estimator, a toolbox to determine intrinsic timescales from subsampled spiking activity"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.03367","kind":"arxiv","version":2},"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":"sha256:2355ac4efcbb1f5bb92f1118bc0630084c2bb193d4eff14ac5c0df7263e28149","target":"record","created_at":"2026-07-05T02:38:29Z","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":"64236bebf167606a37bbf9588368ed578b6c822bae60ca3107d29bc3d6de6901","cross_cats_sorted":["physics.data-an"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2020-07-07T11:57:31Z","title_canon_sha256":"29df2465b6f914d55d5226df7f0615fe678ed07015bf882635a34f1c8b40bb79"},"schema_version":"1.0","source":{"id":"2007.03367","kind":"arxiv","version":2}},"canonical_sha256":"da302369737287bdcb7d4afd076452a0eb17bb61492dd0cdf911ed718e586fdb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"da302369737287bdcb7d4afd076452a0eb17bb61492dd0cdf911ed718e586fdb","first_computed_at":"2026-07-05T02:38:29.468310Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:38:29.468310Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"H998/HmoPZ7hYfDUMaic06mmQ0Vqs0G7fq0Qc9iCBkGtPWwwjqLpO80eUsrQiE6a2C0DGrbEMn+Jn2GP1ESaAA==","signature_status":"signed_v1","signed_at":"2026-07-05T02:38:29.468831Z","signed_message":"canonical_sha256_bytes"},"source_id":"2007.03367","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2355ac4efcbb1f5bb92f1118bc0630084c2bb193d4eff14ac5c0df7263e28149","sha256:33700e8180f62f2defc5fb4d2a0fe487c5f2d49d55fd4480d06812e6dff67181"],"state_sha256":"376a53698b5069381250e7cbf1370ca43d43d85bf7c9544c66614ade0c2af797"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4uHhUhvG7awbXPNcpLU8+2pely3IzHpLAx701xUhvWNRulfNWaY4edAdJNjjSbmhfGUjMVyBn+1Prs6Rp3K0AA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-19T15:19:36.644963Z","bundle_sha256":"0053505d57359cf08f2576f9f5c09bef07bd06a1725d5ade22f406302e6f6378"}}