{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:DGE63JP4RGAN3CQ7MW2B22SS7I","short_pith_number":"pith:DGE63JP4","schema_version":"1.0","canonical_sha256":"1989eda5fc8980dd8a1f65b41d6a52fa3551cf93e291fc40d292d771cfc9e0fd","source":{"kind":"arxiv","id":"2001.11027","version":3},"attestation_state":"computed","paper":{"title":"The Tensor Brain: Semantic Decoding for Perception and Memory","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV","cs.LG","stat.ML"],"primary_cat":"cs.AI","authors_text":"Dario Konopatzki, Sahand Sharifzadeh, Volker Tresp, Yunpu Ma","submitted_at":"2020-01-29T07:48:01Z","abstract_excerpt":"We analyse perception and memory, using mathematical models for knowledge graphs and tensors, to gain insights into the corresponding functionalities of the human mind. Our discussion is based on the concept of propositional sentences consisting of \\textit{subject-predicate-object} (SPO) triples for expressing elementary facts. SPO sentences are the basis for most natural languages but might also be important for explicit perception and declarative memories, as well as intra-brain communication and the ability to argue and reason. A set of SPO sentences can be described as a knowledge graph, w"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2001.11027","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2020-01-29T07:48:01Z","cross_cats_sorted":["cs.CV","cs.LG","stat.ML"],"title_canon_sha256":"19037d11a27b30a9e2cded754a93ee094e6b86a6f7043a94d9dd8d3a70db8f7e","abstract_canon_sha256":"d05ab8aeaee4fd39ee5cc4c3cc72bd585569f045283f8b2ae82a33015d789ee6"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T00:39:16.914074Z","signature_b64":"P69txpkTVuXHPrIMAw9UP9EVklQJDMD4N7BsN2vMOG/SUz8ob1WzDAIzeagE8gUjRwEMRgT0/6hiEQwkSMXFDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1989eda5fc8980dd8a1f65b41d6a52fa3551cf93e291fc40d292d771cfc9e0fd","last_reissued_at":"2026-07-05T00:39:16.913690Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T00:39:16.913690Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"The Tensor Brain: Semantic Decoding for Perception and Memory","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV","cs.LG","stat.ML"],"primary_cat":"cs.AI","authors_text":"Dario Konopatzki, Sahand Sharifzadeh, Volker Tresp, Yunpu Ma","submitted_at":"2020-01-29T07:48:01Z","abstract_excerpt":"We analyse perception and memory, using mathematical models for knowledge graphs and tensors, to gain insights into the corresponding functionalities of the human mind. Our discussion is based on the concept of propositional sentences consisting of \\textit{subject-predicate-object} (SPO) triples for expressing elementary facts. SPO sentences are the basis for most natural languages but might also be important for explicit perception and declarative memories, as well as intra-brain communication and the ability to argue and reason. A set of SPO sentences can be described as a knowledge graph, w"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2001.11027","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/2001.11027/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2001.11027","created_at":"2026-07-05T00:39:16.913754+00:00"},{"alias_kind":"arxiv_version","alias_value":"2001.11027v3","created_at":"2026-07-05T00:39:16.913754+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2001.11027","created_at":"2026-07-05T00:39:16.913754+00:00"},{"alias_kind":"pith_short_12","alias_value":"DGE63JP4RGAN","created_at":"2026-07-05T00:39:16.913754+00:00"},{"alias_kind":"pith_short_16","alias_value":"DGE63JP4RGAN3CQ7","created_at":"2026-07-05T00:39:16.913754+00:00"},{"alias_kind":"pith_short_8","alias_value":"DGE63JP4","created_at":"2026-07-05T00:39:16.913754+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I","json":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I.json","graph_json":"https://pith.science/api/pith-number/DGE63JP4RGAN3CQ7MW2B22SS7I/graph.json","events_json":"https://pith.science/api/pith-number/DGE63JP4RGAN3CQ7MW2B22SS7I/events.json","paper":"https://pith.science/paper/DGE63JP4"},"agent_actions":{"view_html":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I","download_json":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I.json","view_paper":"https://pith.science/paper/DGE63JP4","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2001.11027&json=true","fetch_graph":"https://pith.science/api/pith-number/DGE63JP4RGAN3CQ7MW2B22SS7I/graph.json","fetch_events":"https://pith.science/api/pith-number/DGE63JP4RGAN3CQ7MW2B22SS7I/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I/action/storage_attestation","attest_author":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I/action/author_attestation","sign_citation":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I/action/citation_signature","submit_replication":"https://pith.science/pith/DGE63JP4RGAN3CQ7MW2B22SS7I/action/replication_record"}},"created_at":"2026-07-05T00:39:16.913754+00:00","updated_at":"2026-07-05T00:39:16.913754+00:00"}