{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:BA6QPR7AMT35UR5NZLJIITDG6M","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":"bad463fbd0592e41660ab12f8eb776c194929dbc5d3df48944057919832f2e84","cross_cats_sorted":["q-bio.NC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-02-02T21:47:02Z","title_canon_sha256":"99e11221d79d9cd43f401e0b53e00b386c0445a158fd11febb97bc0c3bae3b34"},"schema_version":"1.0","source":{"id":"1702.00837","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1702.00837","created_at":"2026-05-18T00:26:08Z"},{"alias_kind":"arxiv_version","alias_value":"1702.00837v3","created_at":"2026-05-18T00:26:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1702.00837","created_at":"2026-05-18T00:26:08Z"},{"alias_kind":"pith_short_12","alias_value":"BA6QPR7AMT35","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_16","alias_value":"BA6QPR7AMT35UR5N","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_8","alias_value":"BA6QPR7A","created_at":"2026-05-18T12:31:08Z"}],"graph_snapshots":[{"event_id":"sha256:af5cc74d60a485e56b0b0ff64f2e2c6cb0a5f34bd27766d6a5e1c6b2d7fa1819","target":"graph","created_at":"2026-05-18T00:26:08Z","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"},"paper":{"abstract_excerpt":"In the present work, we develop a deep-learning approach for differentiating the eye-movement behavior of people with neurodegenerative diseases over healthy control subjects during reading well-defined sentences. We define an information compaction of the eye-tracking data of subjects without and with probable Alzheimer's disease when reading a set of well-defined, previously validated, sentences including high-, low-predictable sentences, and proverbs. Using this information we train a set of denoising sparse-autoencoders and build a deep neural network with these and a softmax classifier. O","authors_text":"Gerardo Fernandez, Juan Biondi, Osvaldo Agamennoni, Silvia Castro","cross_cats":["q-bio.NC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-02-02T21:47:02Z","title":"Eye-Movement behavior identification for AD diagnosis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1702.00837","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":"sha256:92d96a99764ef0f7990ed8f0fbcefba3428055f5fa0c4dc3f55c9f4e9f393a4a","target":"record","created_at":"2026-05-18T00:26:08Z","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":"bad463fbd0592e41660ab12f8eb776c194929dbc5d3df48944057919832f2e84","cross_cats_sorted":["q-bio.NC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-02-02T21:47:02Z","title_canon_sha256":"99e11221d79d9cd43f401e0b53e00b386c0445a158fd11febb97bc0c3bae3b34"},"schema_version":"1.0","source":{"id":"1702.00837","kind":"arxiv","version":3}},"canonical_sha256":"083d07c7e064f7da47adcad2844c66f339a01758ef2b96a701bb0ee248fadaa6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"083d07c7e064f7da47adcad2844c66f339a01758ef2b96a701bb0ee248fadaa6","first_computed_at":"2026-05-18T00:26:08.370481Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:26:08.370481Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gPR1EiIqCf6AwtUCtO4HXcPzRvESdWXDa+UT7lukllB29j9e1wrXNQEHo4m6D+deopPwxTXNy6xpbr4HRVcwDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:26:08.371133Z","signed_message":"canonical_sha256_bytes"},"source_id":"1702.00837","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:92d96a99764ef0f7990ed8f0fbcefba3428055f5fa0c4dc3f55c9f4e9f393a4a","sha256:af5cc74d60a485e56b0b0ff64f2e2c6cb0a5f34bd27766d6a5e1c6b2d7fa1819"],"state_sha256":"24e967dccdd9caae453b0c08bf9453ff07c4cf4e6f820765b9c115c259eaf99a"}