{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:IOTPL7YL7KYWQCP3AMTPU5TF65","short_pith_number":"pith:IOTPL7YL","schema_version":"1.0","canonical_sha256":"43a6f5ff0bfab16809fb0326fa7665f77dd3091fd13cb2613736cc4c6ff924bf","source":{"kind":"arxiv","id":"2509.05858","version":1},"attestation_state":"computed","paper":{"title":"Genesis: A Spiking Neuromorphic Accelerator With On-chip Continual Learning","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"cs.NE","authors_text":"Abdullah Zyarah, Dhireesha Kudithipudi, Vedant Karia","submitted_at":"2025-09-06T22:53:54Z","abstract_excerpt":"Continual learning, the ability to acquire and transfer knowledge through a models lifetime, is critical for artificial agents that interact in real-world environments. Biological brains inherently demonstrate these capabilities while operating within limited energy and resource budgets. Achieving continual learning capability in artificial systems considerably increases memory and computational demands, and even more so when deploying on platforms with limited resources. In this work, Genesis, a spiking continual learning accelerator, is proposed to address this gap. The architecture supports"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2509.05858","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.NE","submitted_at":"2025-09-06T22:53:54Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"cff12a16a589f28c33754a3cd6f5ef888e80510ea5b1c723174db3737cc8b82f","abstract_canon_sha256":"e25ca328f78368c6d4a335f447506e7ce4e1bd168cca7a58a868f5aff659cb20"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:06:25.311441Z","signature_b64":"wDookE/LqJrRsV0YTkKaeq8io3aqc3f+iYOrLojXSo8SaFxEfahEgnk/RWM72mMg5LiTp1QkXuF07Pc/KTE1Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"43a6f5ff0bfab16809fb0326fa7665f77dd3091fd13cb2613736cc4c6ff924bf","last_reissued_at":"2026-07-05T12:06:25.310936Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:06:25.310936Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Genesis: A Spiking Neuromorphic Accelerator With On-chip Continual Learning","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"cs.NE","authors_text":"Abdullah Zyarah, Dhireesha Kudithipudi, Vedant Karia","submitted_at":"2025-09-06T22:53:54Z","abstract_excerpt":"Continual learning, the ability to acquire and transfer knowledge through a models lifetime, is critical for artificial agents that interact in real-world environments. Biological brains inherently demonstrate these capabilities while operating within limited energy and resource budgets. Achieving continual learning capability in artificial systems considerably increases memory and computational demands, and even more so when deploying on platforms with limited resources. In this work, Genesis, a spiking continual learning accelerator, is proposed to address this gap. The architecture supports"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.05858","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/2509.05858/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2509.05858","created_at":"2026-07-05T12:06:25.310992+00:00"},{"alias_kind":"arxiv_version","alias_value":"2509.05858v1","created_at":"2026-07-05T12:06:25.310992+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.05858","created_at":"2026-07-05T12:06:25.310992+00:00"},{"alias_kind":"pith_short_12","alias_value":"IOTPL7YL7KYW","created_at":"2026-07-05T12:06:25.310992+00:00"},{"alias_kind":"pith_short_16","alias_value":"IOTPL7YL7KYWQCP3","created_at":"2026-07-05T12:06:25.310992+00:00"},{"alias_kind":"pith_short_8","alias_value":"IOTPL7YL","created_at":"2026-07-05T12:06:25.310992+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65","json":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65.json","graph_json":"https://pith.science/api/pith-number/IOTPL7YL7KYWQCP3AMTPU5TF65/graph.json","events_json":"https://pith.science/api/pith-number/IOTPL7YL7KYWQCP3AMTPU5TF65/events.json","paper":"https://pith.science/paper/IOTPL7YL"},"agent_actions":{"view_html":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65","download_json":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65.json","view_paper":"https://pith.science/paper/IOTPL7YL","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2509.05858&json=true","fetch_graph":"https://pith.science/api/pith-number/IOTPL7YL7KYWQCP3AMTPU5TF65/graph.json","fetch_events":"https://pith.science/api/pith-number/IOTPL7YL7KYWQCP3AMTPU5TF65/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65/action/timestamp_anchor","attest_storage":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65/action/storage_attestation","attest_author":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65/action/author_attestation","sign_citation":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65/action/citation_signature","submit_replication":"https://pith.science/pith/IOTPL7YL7KYWQCP3AMTPU5TF65/action/replication_record"}},"created_at":"2026-07-05T12:06:25.310992+00:00","updated_at":"2026-07-05T12:06:25.310992+00:00"}