{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:2IDRDF5SQFOY4XXERQ6NOY3WYC","short_pith_number":"pith:2IDRDF5S","canonical_record":{"source":{"id":"2506.05679","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NE","submitted_at":"2025-06-06T02:05:33Z","cross_cats_sorted":["cs.CV"],"title_canon_sha256":"7054f1dd822efacae676482ace85b625fc80f61d5fc8332b1f870fca25c01e3b","abstract_canon_sha256":"08550ddc538cd563f29371ab131a4ed31ea34e49952174ad73545f9a9ed0368d"},"schema_version":"1.0"},"canonical_sha256":"d2071197b2815d8e5ee48c3cd76376c0857e859004aeb7204c680d842b545949","source":{"kind":"arxiv","id":"2506.05679","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.05679","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"arxiv_version","alias_value":"2506.05679v1","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.05679","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_12","alias_value":"2IDRDF5SQFOY","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_16","alias_value":"2IDRDF5SQFOY4XXE","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_8","alias_value":"2IDRDF5S","created_at":"2026-07-05T11:17:07Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:2IDRDF5SQFOY4XXERQ6NOY3WYC","target":"record","payload":{"canonical_record":{"source":{"id":"2506.05679","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NE","submitted_at":"2025-06-06T02:05:33Z","cross_cats_sorted":["cs.CV"],"title_canon_sha256":"7054f1dd822efacae676482ace85b625fc80f61d5fc8332b1f870fca25c01e3b","abstract_canon_sha256":"08550ddc538cd563f29371ab131a4ed31ea34e49952174ad73545f9a9ed0368d"},"schema_version":"1.0"},"canonical_sha256":"d2071197b2815d8e5ee48c3cd76376c0857e859004aeb7204c680d842b545949","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:17:07.914743Z","signature_b64":"13/VMIOmsS2ripXlM+x8KMY0EQyzl1fdqPcDw06DwcTEmyzs9RzXMqYvx/+Rhb846H674RZWr8+nnX0KGNp9Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d2071197b2815d8e5ee48c3cd76376c0857e859004aeb7204c680d842b545949","last_reissued_at":"2026-07-05T11:17:07.914284Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:17:07.914284Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.05679","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":"2026-07-05T11:17:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pUQr6TPIsGKuGy7YlTYrWhD2R7Daxd+QKZsycym9XRnEYf44bY5g/CYKCQPRH2HFZOV/Jee1JdbRVD2f4j+rDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T19:47:04.388642Z"},"content_sha256":"4ffa09a0ac8f62ce163f0d6d23d7d042fbfedf9b8752be005398cd37e6e25454","schema_version":"1.0","event_id":"sha256:4ffa09a0ac8f62ce163f0d6d23d7d042fbfedf9b8752be005398cd37e6e25454"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:2IDRDF5SQFOY4XXERQ6NOY3WYC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Integer Binary-Range Alignment Neuron for Spiking Neural Networks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV"],"primary_cat":"cs.NE","authors_text":"Binghao Ye, Bing Li, Dong Liang, Dong Wang, Kun Shang, Man Yao, Weiming Hu, Wenjuan Li","submitted_at":"2025-06-06T02:05:33Z","abstract_excerpt":"Spiking Neural Networks (SNNs) are noted for their brain-like computation and energy efficiency, but their performance lags behind Artificial Neural Networks (ANNs) in tasks like image classification and object detection due to the limited representational capacity. To address this, we propose a novel spiking neuron, Integer Binary-Range Alignment Leaky Integrate-and-Fire to exponentially expand the information expression capacity of spiking neurons with only a slight energy increase. This is achieved through Integer Binary Leaky Integrate-and-Fire and range alignment strategy. The Integer Bin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.05679","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/2506.05679/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":"2026-07-05T11:17:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IX83htLHKWRyHtuY6+73L+td9EqeuHvLUx5sS5eN/56tDwwXoD3X4kuGw2DKGZ33aM2v5I6d7+UaI7pVyMWHBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T19:47:04.389153Z"},"content_sha256":"e756d18723c5d73b5fe103babdd0cf491d3b920f24d0f2565164f4a1f5217ffd","schema_version":"1.0","event_id":"sha256:e756d18723c5d73b5fe103babdd0cf491d3b920f24d0f2565164f4a1f5217ffd"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/bundle.json","state_url":"https://pith.science/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/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":"2026-08-08T19:47:04Z","links":{"resolver":"https://pith.science/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC","bundle":"https://pith.science/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/bundle.json","state":"https://pith.science/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2IDRDF5SQFOY4XXERQ6NOY3WYC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2IDRDF5SQFOY4XXERQ6NOY3WYC","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":"08550ddc538cd563f29371ab131a4ed31ea34e49952174ad73545f9a9ed0368d","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NE","submitted_at":"2025-06-06T02:05:33Z","title_canon_sha256":"7054f1dd822efacae676482ace85b625fc80f61d5fc8332b1f870fca25c01e3b"},"schema_version":"1.0","source":{"id":"2506.05679","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.05679","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"arxiv_version","alias_value":"2506.05679v1","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.05679","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_12","alias_value":"2IDRDF5SQFOY","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_16","alias_value":"2IDRDF5SQFOY4XXE","created_at":"2026-07-05T11:17:07Z"},{"alias_kind":"pith_short_8","alias_value":"2IDRDF5S","created_at":"2026-07-05T11:17:07Z"}],"graph_snapshots":[{"event_id":"sha256:e756d18723c5d73b5fe103babdd0cf491d3b920f24d0f2565164f4a1f5217ffd","target":"graph","created_at":"2026-07-05T11:17:07Z","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/2506.05679/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Spiking Neural Networks (SNNs) are noted for their brain-like computation and energy efficiency, but their performance lags behind Artificial Neural Networks (ANNs) in tasks like image classification and object detection due to the limited representational capacity. To address this, we propose a novel spiking neuron, Integer Binary-Range Alignment Leaky Integrate-and-Fire to exponentially expand the information expression capacity of spiking neurons with only a slight energy increase. This is achieved through Integer Binary Leaky Integrate-and-Fire and range alignment strategy. The Integer Bin","authors_text":"Binghao Ye, Bing Li, Dong Liang, Dong Wang, Kun Shang, Man Yao, Weiming Hu, Wenjuan Li","cross_cats":["cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NE","submitted_at":"2025-06-06T02:05:33Z","title":"Integer Binary-Range Alignment Neuron for Spiking Neural Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.05679","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":"sha256:4ffa09a0ac8f62ce163f0d6d23d7d042fbfedf9b8752be005398cd37e6e25454","target":"record","created_at":"2026-07-05T11:17:07Z","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":"08550ddc538cd563f29371ab131a4ed31ea34e49952174ad73545f9a9ed0368d","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NE","submitted_at":"2025-06-06T02:05:33Z","title_canon_sha256":"7054f1dd822efacae676482ace85b625fc80f61d5fc8332b1f870fca25c01e3b"},"schema_version":"1.0","source":{"id":"2506.05679","kind":"arxiv","version":1}},"canonical_sha256":"d2071197b2815d8e5ee48c3cd76376c0857e859004aeb7204c680d842b545949","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d2071197b2815d8e5ee48c3cd76376c0857e859004aeb7204c680d842b545949","first_computed_at":"2026-07-05T11:17:07.914284Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:07.914284Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"13/VMIOmsS2ripXlM+x8KMY0EQyzl1fdqPcDw06DwcTEmyzs9RzXMqYvx/+Rhb846H674RZWr8+nnX0KGNp9Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:07.914743Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.05679","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4ffa09a0ac8f62ce163f0d6d23d7d042fbfedf9b8752be005398cd37e6e25454","sha256:e756d18723c5d73b5fe103babdd0cf491d3b920f24d0f2565164f4a1f5217ffd"],"state_sha256":"3c899cf21d2c6a5f25a4770e2fc6391b6a530cd6d73532cc7beabf7a8d278b7e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wAjiJlC+5HlKyAvd53h6PunUWPK++jFF0+9vVdI2bypJjIzrZXN88v7ZpjQEiA5Gp/3DBLv6FEe9aVfSlaRSAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T19:47:04.394491Z","bundle_sha256":"19452e9b4f72b5eb31aba9143fd6b66c1b1bce5be7004049daed6b286e0294e0"}}