{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:OXWRDM3G2DJWZQAYJYAMY3CMCP","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":"a7b5a3ad70646ef8b26ef04c7148868997718a5e959eb55b88361bdbd04b8a44","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2023-09-25T10:52:28Z","title_canon_sha256":"26b586c8a7219665cfe26ec673d18447efec730e3a5e724adcfad5cea938100c"},"schema_version":"1.0","source":{"id":"2309.14030","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2309.14030","created_at":"2026-07-05T07:29:39Z"},{"alias_kind":"arxiv_version","alias_value":"2309.14030v4","created_at":"2026-07-05T07:29:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2309.14030","created_at":"2026-07-05T07:29:39Z"},{"alias_kind":"pith_short_12","alias_value":"OXWRDM3G2DJW","created_at":"2026-07-05T07:29:39Z"},{"alias_kind":"pith_short_16","alias_value":"OXWRDM3G2DJWZQAY","created_at":"2026-07-05T07:29:39Z"},{"alias_kind":"pith_short_8","alias_value":"OXWRDM3G","created_at":"2026-07-05T07:29:39Z"}],"graph_snapshots":[{"event_id":"sha256:535a430af91622c23221961bfb7a9f0e44976d8eaa3abebbb834900d236fb182","target":"graph","created_at":"2026-07-05T07:29:39Z","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/2309.14030/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The translation of brain dynamics into natural language is pivotal for brain-computer interfaces (BCIs). With the swift advancement of large language models, such as ChatGPT, the need to bridge the gap between the brain and languages becomes increasingly pressing. Current methods, however, require eye-tracking fixations or event markers to segment brain dynamics into word-level features, which can restrict the practical application of these systems. To tackle these issues, we introduce a novel framework, DeWave, that integrates discrete encoding sequences into open-vocabulary EEG-to-text trans","authors_text":"Chin-Teng Lin, Jinzhao Zhou, Yiqun Duan, Yu-Kai Wang, Zhen Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2023-09-25T10:52:28Z","title":"DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2309.14030","kind":"arxiv","version":4},"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":"sha256:48fafa122ec44f8f549abd77ad0816dc07c6116da4ecf2b8b1a6c1d16b89e6bc","target":"record","created_at":"2026-07-05T07:29:39Z","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":"a7b5a3ad70646ef8b26ef04c7148868997718a5e959eb55b88361bdbd04b8a44","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2023-09-25T10:52:28Z","title_canon_sha256":"26b586c8a7219665cfe26ec673d18447efec730e3a5e724adcfad5cea938100c"},"schema_version":"1.0","source":{"id":"2309.14030","kind":"arxiv","version":4}},"canonical_sha256":"75ed11b366d0d36cc0184e00cc6c4c13e38c35ac938ff5e329b1c53af1b1126c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"75ed11b366d0d36cc0184e00cc6c4c13e38c35ac938ff5e329b1c53af1b1126c","first_computed_at":"2026-07-05T07:29:39.927071Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:29:39.927071Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Emxy2wUss2wxdNyy2eOOKwx8QDZh04aqYXs005PkrRkVxjdeQ2QDBH9R1nNa35rmExyTzkjBt5kWHLCFqoWLDg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:29:39.927526Z","signed_message":"canonical_sha256_bytes"},"source_id":"2309.14030","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48fafa122ec44f8f549abd77ad0816dc07c6116da4ecf2b8b1a6c1d16b89e6bc","sha256:535a430af91622c23221961bfb7a9f0e44976d8eaa3abebbb834900d236fb182"],"state_sha256":"f1c2a1cd163e5bdd54a96f11e3a1d243cda4d20d5828ac1adab7c460c2d008e9"}