{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:BGEPQHXNKOWMMYH4TWZ6IPR5KY","short_pith_number":"pith:BGEPQHXN","canonical_record":{"source":{"id":"2302.10121","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-02-20T17:37:22Z","cross_cats_sorted":["q-bio.NC"],"title_canon_sha256":"bf474698abe81f1ce7aa2be7d3f2f11a4da4752997cb7790121db1fc5b68262e","abstract_canon_sha256":"85c25c11374e38e7a44a5063873b871016f498e3c6c41b38b0f450c5212696c1"},"schema_version":"1.0"},"canonical_sha256":"0988f81eed53acc660fc9db3e43e3d56178d330bf1d8923935c1f06b2aa0c940","source":{"kind":"arxiv","id":"2302.10121","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.10121","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"arxiv_version","alias_value":"2302.10121v2","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.10121","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_12","alias_value":"BGEPQHXNKOWM","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_16","alias_value":"BGEPQHXNKOWMMYH4","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_8","alias_value":"BGEPQHXN","created_at":"2026-07-05T05:52:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:BGEPQHXNKOWMMYH4TWZ6IPR5KY","target":"record","payload":{"canonical_record":{"source":{"id":"2302.10121","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-02-20T17:37:22Z","cross_cats_sorted":["q-bio.NC"],"title_canon_sha256":"bf474698abe81f1ce7aa2be7d3f2f11a4da4752997cb7790121db1fc5b68262e","abstract_canon_sha256":"85c25c11374e38e7a44a5063873b871016f498e3c6c41b38b0f450c5212696c1"},"schema_version":"1.0"},"canonical_sha256":"0988f81eed53acc660fc9db3e43e3d56178d330bf1d8923935c1f06b2aa0c940","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:52:26.445165Z","signature_b64":"p1RtunOCR1JQCycdMhHyyVC7HSGRwPLRCBbqPgkYPfJHvi9JkzdHzLxIfqttN7yIr8LVMf5iSzdxKXE7fmkNCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0988f81eed53acc660fc9db3e43e3d56178d330bf1d8923935c1f06b2aa0c940","last_reissued_at":"2026-07-05T05:52:26.444807Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:52:26.444807Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2302.10121","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:52:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UH0VO5A7oA+s/pvgP026XG1LW7rQzgSKC3TQuD+iSHTP9SBsGhhOb/4NYjC28DIWKHbJkgm5yy9Zhn78VUe9Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T20:33:03.209659Z"},"content_sha256":"a7802a32a9f09f4a2f07c4166699345d0322abf7f35ad8db3a48ba90ac07e19c","schema_version":"1.0","event_id":"sha256:a7802a32a9f09f4a2f07c4166699345d0322abf7f35ad8db3a48ba90ac07e19c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:BGEPQHXNKOWMMYH4TWZ6IPR5KY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"EEG2IMAGE: Image Reconstruction from EEG Brain Signals","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["q-bio.NC"],"primary_cat":"cs.HC","authors_text":"Krishna Miyapuram, Pankaj Pandey, Prajwal Singh, Shanmuganathan Raman","submitted_at":"2023-02-20T17:37:22Z","abstract_excerpt":"Reconstructing images using brain signals of imagined visuals may provide an augmented vision to the disabled, leading to the advancement of Brain-Computer Interface (BCI) technology. The recent progress in deep learning has boosted the study area of synthesizing images from brain signals using Generative Adversarial Networks (GAN). In this work, we have proposed a framework for synthesizing the images from the brain activity recorded by an electroencephalogram (EEG) using small-size EEG datasets. This brain activity is recorded from the subject's head scalp using EEG when they ask to visualiz"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.10121","kind":"arxiv","version":2},"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/2302.10121/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:52:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X3IHYBn8OZ3mtoSyb1ws0hRTSUGErIMLPfgteqj5JCXpIi0YIUZpjr/BByk9/RUnrVB4854T+kRr3Q0xffojAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T20:33:03.210481Z"},"content_sha256":"6455cbbec3ca1d35f0e2f85663733c371a65b8b3e981175b76eba1701a238322","schema_version":"1.0","event_id":"sha256:6455cbbec3ca1d35f0e2f85663733c371a65b8b3e981175b76eba1701a238322"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/bundle.json","state_url":"https://pith.science/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-03T20:33:03Z","links":{"resolver":"https://pith.science/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY","bundle":"https://pith.science/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/bundle.json","state":"https://pith.science/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BGEPQHXNKOWMMYH4TWZ6IPR5KY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:BGEPQHXNKOWMMYH4TWZ6IPR5KY","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":"85c25c11374e38e7a44a5063873b871016f498e3c6c41b38b0f450c5212696c1","cross_cats_sorted":["q-bio.NC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-02-20T17:37:22Z","title_canon_sha256":"bf474698abe81f1ce7aa2be7d3f2f11a4da4752997cb7790121db1fc5b68262e"},"schema_version":"1.0","source":{"id":"2302.10121","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.10121","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"arxiv_version","alias_value":"2302.10121v2","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.10121","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_12","alias_value":"BGEPQHXNKOWM","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_16","alias_value":"BGEPQHXNKOWMMYH4","created_at":"2026-07-05T05:52:26Z"},{"alias_kind":"pith_short_8","alias_value":"BGEPQHXN","created_at":"2026-07-05T05:52:26Z"}],"graph_snapshots":[{"event_id":"sha256:6455cbbec3ca1d35f0e2f85663733c371a65b8b3e981175b76eba1701a238322","target":"graph","created_at":"2026-07-05T05:52:26Z","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/2302.10121/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Reconstructing images using brain signals of imagined visuals may provide an augmented vision to the disabled, leading to the advancement of Brain-Computer Interface (BCI) technology. The recent progress in deep learning has boosted the study area of synthesizing images from brain signals using Generative Adversarial Networks (GAN). In this work, we have proposed a framework for synthesizing the images from the brain activity recorded by an electroencephalogram (EEG) using small-size EEG datasets. This brain activity is recorded from the subject's head scalp using EEG when they ask to visualiz","authors_text":"Krishna Miyapuram, Pankaj Pandey, Prajwal Singh, Shanmuganathan Raman","cross_cats":["q-bio.NC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-02-20T17:37:22Z","title":"EEG2IMAGE: Image Reconstruction from EEG Brain Signals"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.10121","kind":"arxiv","version":2},"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:a7802a32a9f09f4a2f07c4166699345d0322abf7f35ad8db3a48ba90ac07e19c","target":"record","created_at":"2026-07-05T05:52:26Z","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":"85c25c11374e38e7a44a5063873b871016f498e3c6c41b38b0f450c5212696c1","cross_cats_sorted":["q-bio.NC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-02-20T17:37:22Z","title_canon_sha256":"bf474698abe81f1ce7aa2be7d3f2f11a4da4752997cb7790121db1fc5b68262e"},"schema_version":"1.0","source":{"id":"2302.10121","kind":"arxiv","version":2}},"canonical_sha256":"0988f81eed53acc660fc9db3e43e3d56178d330bf1d8923935c1f06b2aa0c940","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0988f81eed53acc660fc9db3e43e3d56178d330bf1d8923935c1f06b2aa0c940","first_computed_at":"2026-07-05T05:52:26.444807Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:52:26.444807Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"p1RtunOCR1JQCycdMhHyyVC7HSGRwPLRCBbqPgkYPfJHvi9JkzdHzLxIfqttN7yIr8LVMf5iSzdxKXE7fmkNCw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:52:26.445165Z","signed_message":"canonical_sha256_bytes"},"source_id":"2302.10121","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a7802a32a9f09f4a2f07c4166699345d0322abf7f35ad8db3a48ba90ac07e19c","sha256:6455cbbec3ca1d35f0e2f85663733c371a65b8b3e981175b76eba1701a238322"],"state_sha256":"8d841936b761b06b74a01496cbed24f44f48d78c973a967f8a57f9412232cb60"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3aY1wAY/fi/2SsIqGG1kGnZC2pivKPptaz87oI3s394cgkYLs+Jp1G2m2TAX8JEWDAGt7XeHez8bUGQ3JfHYCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T20:33:03.257000Z","bundle_sha256":"858f0893f0d0142c48e29d40c7fd0ff4bf27b10829eff2889b1a661e1f7639da"}}