{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:LBV6YZIJN4NL6BXVAQU53OB5VM","short_pith_number":"pith:LBV6YZIJ","canonical_record":{"source":{"id":"2409.15300","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2024-09-04T12:10:47Z","cross_cats_sorted":[],"title_canon_sha256":"d70acbe010389a37302943dd6b4e8f614107a284348a83a6ff6a19c3475e740b","abstract_canon_sha256":"90e24e3198ccf695c43b53cdc19270ad576266b38a38da4493a72505b54c10e4"},"schema_version":"1.0"},"canonical_sha256":"586bec65096f1abf06f50429ddb83dab11827ae86ec9865d1094d7b95240979b","source":{"kind":"arxiv","id":"2409.15300","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.15300","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"arxiv_version","alias_value":"2409.15300v1","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.15300","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_12","alias_value":"LBV6YZIJN4NL","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_16","alias_value":"LBV6YZIJN4NL6BXV","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_8","alias_value":"LBV6YZIJ","created_at":"2026-07-05T09:10:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:LBV6YZIJN4NL6BXVAQU53OB5VM","target":"record","payload":{"canonical_record":{"source":{"id":"2409.15300","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2024-09-04T12:10:47Z","cross_cats_sorted":[],"title_canon_sha256":"d70acbe010389a37302943dd6b4e8f614107a284348a83a6ff6a19c3475e740b","abstract_canon_sha256":"90e24e3198ccf695c43b53cdc19270ad576266b38a38da4493a72505b54c10e4"},"schema_version":"1.0"},"canonical_sha256":"586bec65096f1abf06f50429ddb83dab11827ae86ec9865d1094d7b95240979b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:10:52.544870Z","signature_b64":"eHoQqvYjac1QXdyM+W7zrZq2cHsYEkWDYIHOSsPC2mm3VLBBruHHKC7pCteQmepHGzxx1ejPl9ecIXK7LV/mAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"586bec65096f1abf06f50429ddb83dab11827ae86ec9865d1094d7b95240979b","last_reissued_at":"2026-07-05T09:10:52.544347Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:10:52.544347Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.15300","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:10:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qrpLxrXM7VTiH//flDxbTqyWIcY04ttuyd1TUZTm6cssj3Je52m3/mkO11aRpGiegxwPQxS6LjX7sTc0+zW5CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T07:44:12.200944Z"},"content_sha256":"f2174beada81c231e4e547e63e4aa810df897cfc6383dcb5c370403cd603fbb6","schema_version":"1.0","event_id":"sha256:f2174beada81c231e4e547e63e4aa810df897cfc6383dcb5c370403cd603fbb6"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:LBV6YZIJN4NL6BXVAQU53OB5VM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware Distillation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NE","authors_text":"Loai Danial, Nir Shlezinger, Tal Vol","submitted_at":"2024-09-04T12:10:47Z","abstract_excerpt":"The ability to process signals in digital form depends on analog-to-digital converters (ADCs). Traditionally, ADCs are designed to ensure that the digital representation closely matches the analog signal. However, recent studies have shown that significant power and memory savings can be achieved through task-based acquisition, where the acquisition process is tailored to the downstream processing task. An emerging technology for task-based acquisition involves the use of memristors, which are considered key enablers for neuromorphic computing. Memristors can implement ADCs with tunable mappin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.15300","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2409.15300/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":"2026-07-05T09:10:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VUyM+vftQtvo2oHH2cLtrECe8TjFxVpkVNKJ7UY9nALBlQ0Kfm1i/RoTIY7FfpUXSgh2+CEYk/b5htc6AGidBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T07:44:12.201441Z"},"content_sha256":"76f869a49ca00c766e2cd0cdd9c805cbf300e35c23c205da8c24587dd0800de0","schema_version":"1.0","event_id":"sha256:76f869a49ca00c766e2cd0cdd9c805cbf300e35c23c205da8c24587dd0800de0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/bundle.json","state_url":"https://pith.science/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/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":"2026-08-11T07:44:12Z","links":{"resolver":"https://pith.science/pith/LBV6YZIJN4NL6BXVAQU53OB5VM","bundle":"https://pith.science/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/bundle.json","state":"https://pith.science/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LBV6YZIJN4NL6BXVAQU53OB5VM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LBV6YZIJN4NL6BXVAQU53OB5VM","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":"90e24e3198ccf695c43b53cdc19270ad576266b38a38da4493a72505b54c10e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2024-09-04T12:10:47Z","title_canon_sha256":"d70acbe010389a37302943dd6b4e8f614107a284348a83a6ff6a19c3475e740b"},"schema_version":"1.0","source":{"id":"2409.15300","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.15300","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"arxiv_version","alias_value":"2409.15300v1","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.15300","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_12","alias_value":"LBV6YZIJN4NL","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_16","alias_value":"LBV6YZIJN4NL6BXV","created_at":"2026-07-05T09:10:52Z"},{"alias_kind":"pith_short_8","alias_value":"LBV6YZIJ","created_at":"2026-07-05T09:10:52Z"}],"graph_snapshots":[{"event_id":"sha256:76f869a49ca00c766e2cd0cdd9c805cbf300e35c23c205da8c24587dd0800de0","target":"graph","created_at":"2026-07-05T09:10:52Z","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/2409.15300/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The ability to process signals in digital form depends on analog-to-digital converters (ADCs). Traditionally, ADCs are designed to ensure that the digital representation closely matches the analog signal. However, recent studies have shown that significant power and memory savings can be achieved through task-based acquisition, where the acquisition process is tailored to the downstream processing task. An emerging technology for task-based acquisition involves the use of memristors, which are considered key enablers for neuromorphic computing. Memristors can implement ADCs with tunable mappin","authors_text":"Loai Danial, Nir Shlezinger, Tal Vol","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2024-09-04T12:10:47Z","title":"Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware Distillation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.15300","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:f2174beada81c231e4e547e63e4aa810df897cfc6383dcb5c370403cd603fbb6","target":"record","created_at":"2026-07-05T09:10:52Z","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":"90e24e3198ccf695c43b53cdc19270ad576266b38a38da4493a72505b54c10e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2024-09-04T12:10:47Z","title_canon_sha256":"d70acbe010389a37302943dd6b4e8f614107a284348a83a6ff6a19c3475e740b"},"schema_version":"1.0","source":{"id":"2409.15300","kind":"arxiv","version":1}},"canonical_sha256":"586bec65096f1abf06f50429ddb83dab11827ae86ec9865d1094d7b95240979b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"586bec65096f1abf06f50429ddb83dab11827ae86ec9865d1094d7b95240979b","first_computed_at":"2026-07-05T09:10:52.544347Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:10:52.544347Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"eHoQqvYjac1QXdyM+W7zrZq2cHsYEkWDYIHOSsPC2mm3VLBBruHHKC7pCteQmepHGzxx1ejPl9ecIXK7LV/mAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:10:52.544870Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.15300","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f2174beada81c231e4e547e63e4aa810df897cfc6383dcb5c370403cd603fbb6","sha256:76f869a49ca00c766e2cd0cdd9c805cbf300e35c23c205da8c24587dd0800de0"],"state_sha256":"cecaabae9edc076fc9fbaa9b6989aa9122334b8b156e5f457c59f7340a191f4b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GpEk0D2gTWS68+cFgitllXm2g1r3+Dz7tPyx1zH6FUoJ4RoXnVtGNXCw+towdXnVZXLjwVdxDG8uNcGz/oIfCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T07:44:12.207024Z","bundle_sha256":"761ef455b3abe3b8fa35bf042bb089d205be1944076d01378e15e78036758c25"}}