{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:Q6NVZBBOIQXG7HQNXICKZ2RCY2","short_pith_number":"pith:Q6NVZBBO","canonical_record":{"source":{"id":"2408.11823","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2024-08-04T14:10:33Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8d7e42d9d941d40a9b7448929ac228a1fa08c2bd972786cbf5e64a2d93fef875","abstract_canon_sha256":"827d247decdcd4ca0944d37d23c74aa874e3370cca0cc0bcd3092b87fc062567"},"schema_version":"1.0"},"canonical_sha256":"879b5c842e442e6f9e0dba04acea22c6a4741a7edc48523f92eaaaa60deb47b6","source":{"kind":"arxiv","id":"2408.11823","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.11823","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"arxiv_version","alias_value":"2408.11823v1","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.11823","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_12","alias_value":"Q6NVZBBOIQXG","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_16","alias_value":"Q6NVZBBOIQXG7HQN","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_8","alias_value":"Q6NVZBBO","created_at":"2026-07-05T08:57:59Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:Q6NVZBBOIQXG7HQNXICKZ2RCY2","target":"record","payload":{"canonical_record":{"source":{"id":"2408.11823","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2024-08-04T14:10:33Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8d7e42d9d941d40a9b7448929ac228a1fa08c2bd972786cbf5e64a2d93fef875","abstract_canon_sha256":"827d247decdcd4ca0944d37d23c74aa874e3370cca0cc0bcd3092b87fc062567"},"schema_version":"1.0"},"canonical_sha256":"879b5c842e442e6f9e0dba04acea22c6a4741a7edc48523f92eaaaa60deb47b6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:57:59.719596Z","signature_b64":"Ezzhb6uPktf/TK1+1XSVU9rVrRLok4ACU63h6CJcGwEQ4djiUGOWMiRa2ng89SsDJotzGxCoqTzMYVIUroq5Cg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"879b5c842e442e6f9e0dba04acea22c6a4741a7edc48523f92eaaaa60deb47b6","last_reissued_at":"2026-07-05T08:57:59.719069Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:57:59.719069Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.11823","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":"2026-07-05T08:57:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Kbw1Fpnf73AGBOM6mWQ7aEr37wHtrvM9m9OQcSD6rYzrexRWvsz3ezVedLgkMQEXxHBpeh+LWVOowAJYz+2oDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T00:02:09.714824Z"},"content_sha256":"86e4ca83b0455ff277b2a8406271b2d8a3616f6f6857f79b3c0fab82a5ac0195","schema_version":"1.0","event_id":"sha256:86e4ca83b0455ff277b2a8406271b2d8a3616f6f6857f79b3c0fab82a5ac0195"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:Q6NVZBBOIQXG7HQNXICKZ2RCY2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.NE","authors_text":"Feng Liu, Jiahao Qin","submitted_at":"2024-08-04T14:10:33Z","abstract_excerpt":"The field of neuromorphic computing has gained significant attention in recent years, aiming to bridge the gap between the efficiency of biological neural networks and the performance of artificial intelligence systems. This paper introduces Mamba-Spike, a novel neuromorphic architecture that integrates a spiking front-end with the Mamba backbone to achieve efficient and robust temporal data processing. The proposed approach leverages the event-driven nature of spiking neural networks (SNNs) to capture and process asynchronous, time-varying inputs, while harnessing the power of the Mamba backb"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.11823","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/2408.11823/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":"2026-07-05T08:57:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mymjHRlQJAOjGyqWnfVNWoRR/pR6aZHQeeNqzAuGIJXvHrlydMoI0ocrdoiT1yU/BEmXWMlPjZ27oIRheo7VBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T00:02:09.715516Z"},"content_sha256":"dd639d4987fb139ed14c1dd488b31725cb4618dc7edd9b41be58eeee6a853b2e","schema_version":"1.0","event_id":"sha256:dd639d4987fb139ed14c1dd488b31725cb4618dc7edd9b41be58eeee6a853b2e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/bundle.json","state_url":"https://pith.science/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/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":"2026-08-06T00:02:09Z","links":{"resolver":"https://pith.science/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2","bundle":"https://pith.science/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/bundle.json","state":"https://pith.science/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Q6NVZBBOIQXG7HQNXICKZ2RCY2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:Q6NVZBBOIQXG7HQNXICKZ2RCY2","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":"827d247decdcd4ca0944d37d23c74aa874e3370cca0cc0bcd3092b87fc062567","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2024-08-04T14:10:33Z","title_canon_sha256":"8d7e42d9d941d40a9b7448929ac228a1fa08c2bd972786cbf5e64a2d93fef875"},"schema_version":"1.0","source":{"id":"2408.11823","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.11823","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"arxiv_version","alias_value":"2408.11823v1","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.11823","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_12","alias_value":"Q6NVZBBOIQXG","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_16","alias_value":"Q6NVZBBOIQXG7HQN","created_at":"2026-07-05T08:57:59Z"},{"alias_kind":"pith_short_8","alias_value":"Q6NVZBBO","created_at":"2026-07-05T08:57:59Z"}],"graph_snapshots":[{"event_id":"sha256:dd639d4987fb139ed14c1dd488b31725cb4618dc7edd9b41be58eeee6a853b2e","target":"graph","created_at":"2026-07-05T08:57:59Z","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/2408.11823/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The field of neuromorphic computing has gained significant attention in recent years, aiming to bridge the gap between the efficiency of biological neural networks and the performance of artificial intelligence systems. This paper introduces Mamba-Spike, a novel neuromorphic architecture that integrates a spiking front-end with the Mamba backbone to achieve efficient and robust temporal data processing. The proposed approach leverages the event-driven nature of spiking neural networks (SNNs) to capture and process asynchronous, time-varying inputs, while harnessing the power of the Mamba backb","authors_text":"Feng Liu, Jiahao Qin","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2024-08-04T14:10:33Z","title":"Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.11823","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":"sha256:86e4ca83b0455ff277b2a8406271b2d8a3616f6f6857f79b3c0fab82a5ac0195","target":"record","created_at":"2026-07-05T08:57:59Z","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":"827d247decdcd4ca0944d37d23c74aa874e3370cca0cc0bcd3092b87fc062567","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2024-08-04T14:10:33Z","title_canon_sha256":"8d7e42d9d941d40a9b7448929ac228a1fa08c2bd972786cbf5e64a2d93fef875"},"schema_version":"1.0","source":{"id":"2408.11823","kind":"arxiv","version":1}},"canonical_sha256":"879b5c842e442e6f9e0dba04acea22c6a4741a7edc48523f92eaaaa60deb47b6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"879b5c842e442e6f9e0dba04acea22c6a4741a7edc48523f92eaaaa60deb47b6","first_computed_at":"2026-07-05T08:57:59.719069Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:57:59.719069Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Ezzhb6uPktf/TK1+1XSVU9rVrRLok4ACU63h6CJcGwEQ4djiUGOWMiRa2ng89SsDJotzGxCoqTzMYVIUroq5Cg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:57:59.719596Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.11823","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:86e4ca83b0455ff277b2a8406271b2d8a3616f6f6857f79b3c0fab82a5ac0195","sha256:dd639d4987fb139ed14c1dd488b31725cb4618dc7edd9b41be58eeee6a853b2e"],"state_sha256":"65436bcc9449f4a5f87b40afbeeb23c66f0e4e49376c8ef44c26101b9e06f78d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V5BetaSZyia8kAYqcoCz2Lnzi7tdh2Tbs2qNgTGaN3KHsS69jSN0KTPkH+2l6Q+C3vE1tOO1DFWihYjir8VtDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T00:02:09.720213Z","bundle_sha256":"8d729f5cc42566d516800f9e6c5dccbde8ce866f2fc04c38480945c74fc906d3"}}