{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:CW67GAS6ZOPGFCCI2FG2NFA4QP","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":"3ff8a099ffee403ea4e5dc6385bf198d5320b269e0c663fcffbf3b9bb9295c1e","cross_cats_sorted":["cs.AI","cs.AR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-07-18T17:58:05Z","title_canon_sha256":"f19e20836decc79c205bc4c5e041f01eae52918cc25a2feab2604bbbe7a8616d"},"schema_version":"1.0","source":{"id":"2407.14560","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.14560","created_at":"2026-07-05T08:46:29Z"},{"alias_kind":"arxiv_version","alias_value":"2407.14560v1","created_at":"2026-07-05T08:46:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.14560","created_at":"2026-07-05T08:46:29Z"},{"alias_kind":"pith_short_12","alias_value":"CW67GAS6ZOPG","created_at":"2026-07-05T08:46:29Z"},{"alias_kind":"pith_short_16","alias_value":"CW67GAS6ZOPGFCCI","created_at":"2026-07-05T08:46:29Z"},{"alias_kind":"pith_short_8","alias_value":"CW67GAS6","created_at":"2026-07-05T08:46:29Z"}],"graph_snapshots":[{"event_id":"sha256:a2588dfd2b7b8da043ca0448aba57055a95be3015d15e7d290dd34202dd80cc3","target":"graph","created_at":"2026-07-05T08:46:29Z","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/2407.14560/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Extreme edge-AI systems, such as those in readout ASICs for radiation detection, must operate under stringent hardware constraints such as micron-level dimensions, sub-milliwatt power, and nanosecond-scale speed while providing clear accuracy advantages over traditional architectures. Finding ideal solutions means identifying optimal AI and ASIC design choices from a design space that has explosively expanded during the merger of these domains, creating non-trivial couplings which together act upon a small set of solutions as constraints tighten. It is impractical, if not impossible, to manual","authors_text":"Grzegorz W. Deptuch, Piotr Maj, Prashansa Mukim, Shinjae Yoo, Shubha R. Kharel, Soumyajit Mandal, Yihui Ren","cross_cats":["cs.AI","cs.AR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-07-18T17:58:05Z","title":"Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.14560","kind":"arxiv","version":1},"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:f2e9a5ae8db9b451fdaa83fddad94039891caad43fb6938549293dff93712140","target":"record","created_at":"2026-07-05T08:46:29Z","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":"3ff8a099ffee403ea4e5dc6385bf198d5320b269e0c663fcffbf3b9bb9295c1e","cross_cats_sorted":["cs.AI","cs.AR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-07-18T17:58:05Z","title_canon_sha256":"f19e20836decc79c205bc4c5e041f01eae52918cc25a2feab2604bbbe7a8616d"},"schema_version":"1.0","source":{"id":"2407.14560","kind":"arxiv","version":1}},"canonical_sha256":"15bdf3025ecb9e628848d14da6941c83d3f8dee048ade815650f62060abad253","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"15bdf3025ecb9e628848d14da6941c83d3f8dee048ade815650f62060abad253","first_computed_at":"2026-07-05T08:46:29.348628Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:46:29.348628Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RlbfHDxPdo4Ia2oPI69650+64QjxD7ZsW/18fJd9P57gh4azP7/c9AhtT+iJVbFaDh6u+YXAB7kOcOFFRUx7CA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:46:29.349050Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.14560","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f2e9a5ae8db9b451fdaa83fddad94039891caad43fb6938549293dff93712140","sha256:a2588dfd2b7b8da043ca0448aba57055a95be3015d15e7d290dd34202dd80cc3"],"state_sha256":"a3870d57e30b3d7117c1b650ecb86839bad1259841c1fd3ee170cc29226869a6"}