{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2012:IDVTOJFAMYPGD4D6TMDM2BWAPI","short_pith_number":"pith:IDVTOJFA","schema_version":"1.0","canonical_sha256":"40eb3724a0661e61f07e9b06cd06c07a253e7a982f78651cee06e6f46909643b","source":{"kind":"arxiv","id":"1210.7165","version":1},"attestation_state":"computed","paper":{"title":"Cellular Adaptation Accounts for the Sparse and Reliable Sensory Stimulus Representation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.bio-ph"],"primary_cat":"q-bio.NC","authors_text":"Anja Froese, Eilif Muller, Farzad Farkhooi, Martin P. Nawrot, Randolf Menzel","submitted_at":"2012-10-26T15:15:08Z","abstract_excerpt":"Most neurons in peripheral sensory pathways initially respond vigorously when a preferred stimulus is presented, but adapt as stimulation continues. It is unclear how this phenomenon affects stimulus representation in the later stages of cortical sensory processing. Here, we show that a temporally sparse and reliable stimulus representation develops naturally in a network with adapting neurons. We find that cellular adaptation plays a critical role in the transient reduction of the trial-by-trial variability of cortical spiking, providing an explanation for a wide-spread and hitherto unexplain"},"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":"1210.7165","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2012-10-26T15:15:08Z","cross_cats_sorted":["physics.bio-ph"],"title_canon_sha256":"07abb622abde18dd99d1f2b7b40de77dfee14810fe7d21245b79f165ec574e8c","abstract_canon_sha256":"4235fe1700df4f7ef8b854998d9eb78aa3408a7db8c32d333193efb1346486a1"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:42:12.542584Z","signature_b64":"4WxFmYuw9VnXarcNjG5zegFaLYOLBryZiZWQ1p+xrrw5yZLS3vC3287KTvTjoywZ4MhjGn0+aJBuGDRtnQ1aBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"40eb3724a0661e61f07e9b06cd06c07a253e7a982f78651cee06e6f46909643b","last_reissued_at":"2026-05-18T03:42:12.541770Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:42:12.541770Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Cellular Adaptation Accounts for the Sparse and Reliable Sensory Stimulus Representation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.bio-ph"],"primary_cat":"q-bio.NC","authors_text":"Anja Froese, Eilif Muller, Farzad Farkhooi, Martin P. Nawrot, Randolf Menzel","submitted_at":"2012-10-26T15:15:08Z","abstract_excerpt":"Most neurons in peripheral sensory pathways initially respond vigorously when a preferred stimulus is presented, but adapt as stimulation continues. It is unclear how this phenomenon affects stimulus representation in the later stages of cortical sensory processing. Here, we show that a temporally sparse and reliable stimulus representation develops naturally in a network with adapting neurons. We find that cellular adaptation plays a critical role in the transient reduction of the trial-by-trial variability of cortical spiking, providing an explanation for a wide-spread and hitherto unexplain"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1210.7165","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":"1210.7165","created_at":"2026-05-18T03:42:12.541906+00:00"},{"alias_kind":"arxiv_version","alias_value":"1210.7165v1","created_at":"2026-05-18T03:42:12.541906+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1210.7165","created_at":"2026-05-18T03:42:12.541906+00:00"},{"alias_kind":"pith_short_12","alias_value":"IDVTOJFAMYPG","created_at":"2026-05-18T12:27:09.501522+00:00"},{"alias_kind":"pith_short_16","alias_value":"IDVTOJFAMYPGD4D6","created_at":"2026-05-18T12:27:09.501522+00:00"},{"alias_kind":"pith_short_8","alias_value":"IDVTOJFA","created_at":"2026-05-18T12:27:09.501522+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/IDVTOJFAMYPGD4D6TMDM2BWAPI","json":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI.json","graph_json":"https://pith.science/api/pith-number/IDVTOJFAMYPGD4D6TMDM2BWAPI/graph.json","events_json":"https://pith.science/api/pith-number/IDVTOJFAMYPGD4D6TMDM2BWAPI/events.json","paper":"https://pith.science/paper/IDVTOJFA"},"agent_actions":{"view_html":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI","download_json":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI.json","view_paper":"https://pith.science/paper/IDVTOJFA","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1210.7165&json=true","fetch_graph":"https://pith.science/api/pith-number/IDVTOJFAMYPGD4D6TMDM2BWAPI/graph.json","fetch_events":"https://pith.science/api/pith-number/IDVTOJFAMYPGD4D6TMDM2BWAPI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI/action/storage_attestation","attest_author":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI/action/author_attestation","sign_citation":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI/action/citation_signature","submit_replication":"https://pith.science/pith/IDVTOJFAMYPGD4D6TMDM2BWAPI/action/replication_record"}},"created_at":"2026-05-18T03:42:12.541906+00:00","updated_at":"2026-05-18T03:42:12.541906+00:00"}