{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:25AAQVN6VMUAA4XTA4W542ROOI","short_pith_number":"pith:25AAQVN6","schema_version":"1.0","canonical_sha256":"d7400855beab280072f3072dde6a2e723530cd90137d065b0266ff6c1ae16304","source":{"kind":"arxiv","id":"1406.3284","version":1},"attestation_state":"computed","paper":{"title":"Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.NE"],"primary_cat":"q-bio.NC","authors_text":"Charles F. Cadieu, Daniel L. K. Yamins, Diego Ardila, Ethan A. Solomon, Ha Hong, James J. DiCarlo, Najib J. Majaj, Nicolas Pinto","submitted_at":"2014-06-12T16:38:07Z","abstract_excerpt":"The primate visual system achieves remarkable visual object recognition performance even in brief presentations and under changes to object exemplar, geometric transformations, and background variation (a.k.a. core visual object recognition). This remarkable performance is mediated by the representation formed in inferior temporal (IT) cortex. In parallel, recent advances in machine learning have led to ever higher performing models of object recognition using artificial deep neural networks (DNNs). It remains unclear, however, whether the representational performance of DNNs rivals that of th"},"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":"1406.3284","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2014-06-12T16:38:07Z","cross_cats_sorted":["cs.NE"],"title_canon_sha256":"91604184b6190bdf1e4824c0dd7b386ed7806ec13718f6f132d81a0adbbe75f8","abstract_canon_sha256":"879cc4adf16942fbcc21f7abeb26bbbc2d874284dd12c0337db19e225a8a91d5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:42:57.977390Z","signature_b64":"OZSKdMDFiKxHgApSTcc8EdUcz4ekCFnDLeE2Ho9q7ysDVky5PTbLZeuAZ4pXucGq9UyZPXxjz5x/gnO0R9UvCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d7400855beab280072f3072dde6a2e723530cd90137d065b0266ff6c1ae16304","last_reissued_at":"2026-05-18T01:42:57.976719Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:42:57.976719Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.NE"],"primary_cat":"q-bio.NC","authors_text":"Charles F. Cadieu, Daniel L. K. Yamins, Diego Ardila, Ethan A. Solomon, Ha Hong, James J. DiCarlo, Najib J. Majaj, Nicolas Pinto","submitted_at":"2014-06-12T16:38:07Z","abstract_excerpt":"The primate visual system achieves remarkable visual object recognition performance even in brief presentations and under changes to object exemplar, geometric transformations, and background variation (a.k.a. core visual object recognition). This remarkable performance is mediated by the representation formed in inferior temporal (IT) cortex. In parallel, recent advances in machine learning have led to ever higher performing models of object recognition using artificial deep neural networks (DNNs). It remains unclear, however, whether the representational performance of DNNs rivals that of th"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1406.3284","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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":"1406.3284","created_at":"2026-05-18T01:42:57.976816+00:00"},{"alias_kind":"arxiv_version","alias_value":"1406.3284v1","created_at":"2026-05-18T01:42:57.976816+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1406.3284","created_at":"2026-05-18T01:42:57.976816+00:00"},{"alias_kind":"pith_short_12","alias_value":"25AAQVN6VMUA","created_at":"2026-05-18T12:28:09.283467+00:00"},{"alias_kind":"pith_short_16","alias_value":"25AAQVN6VMUAA4XT","created_at":"2026-05-18T12:28:09.283467+00:00"},{"alias_kind":"pith_short_8","alias_value":"25AAQVN6","created_at":"2026-05-18T12:28:09.283467+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/25AAQVN6VMUAA4XTA4W542ROOI","json":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI.json","graph_json":"https://pith.science/api/pith-number/25AAQVN6VMUAA4XTA4W542ROOI/graph.json","events_json":"https://pith.science/api/pith-number/25AAQVN6VMUAA4XTA4W542ROOI/events.json","paper":"https://pith.science/paper/25AAQVN6"},"agent_actions":{"view_html":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI","download_json":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI.json","view_paper":"https://pith.science/paper/25AAQVN6","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1406.3284&json=true","fetch_graph":"https://pith.science/api/pith-number/25AAQVN6VMUAA4XTA4W542ROOI/graph.json","fetch_events":"https://pith.science/api/pith-number/25AAQVN6VMUAA4XTA4W542ROOI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI/action/storage_attestation","attest_author":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI/action/author_attestation","sign_citation":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI/action/citation_signature","submit_replication":"https://pith.science/pith/25AAQVN6VMUAA4XTA4W542ROOI/action/replication_record"}},"created_at":"2026-05-18T01:42:57.976816+00:00","updated_at":"2026-05-18T01:42:57.976816+00:00"}