{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2016:Z3GXHOLDVK24VPS6FVQFASX6X7","short_pith_number":"pith:Z3GXHOLD","schema_version":"1.0","canonical_sha256":"cecd73b963aab5cabe5e2d60504afebff67f4260f005aa16775fa3e7e8475c9b","source":{"kind":"arxiv","id":"1610.07501","version":1},"attestation_state":"computed","paper":{"title":"A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AR","authors_text":"Ameya Patil, Mingu Kang, Naresh Shanbhag, Sujan Gonugondla","submitted_at":"2016-10-24T17:24:56Z","abstract_excerpt":"This paper describes a multi-functional deep in-memory processor for inference applications. Deep in-memory processing is achieved by embedding pitch-matched low-SNR analog processing into a standard 6T 16KB SRAM array in 65 nm CMOS. Four applications are demonstrated. The prototype achieves up to 5.6X (9.7X estimated for multi-bank scenario) energy savings with negligible (<1%) accuracy degradation in all four applications as compared to the conventional architecture."},"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":"1610.07501","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2016-10-24T17:24:56Z","cross_cats_sorted":[],"title_canon_sha256":"32605a7617c3f819d1ea04fe54fbcdbf76d6f07905dd0d32e1bd28607314cb33","abstract_canon_sha256":"06c709321255b3b65fb235b5a6e9c8162c9f8b1451f764131e8afb923088dbf1"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:01:29.966168Z","signature_b64":"yeLq7n6c7W9Cr12l/W6+QzSxg+nREV6KWmBPPU0aCx9DR5NojwJIU3eP/eURLlOTMsMKGz6Mgr5GtAVa9PioDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cecd73b963aab5cabe5e2d60504afebff67f4260f005aa16775fa3e7e8475c9b","last_reissued_at":"2026-05-18T01:01:29.965637Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:01:29.965637Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AR","authors_text":"Ameya Patil, Mingu Kang, Naresh Shanbhag, Sujan Gonugondla","submitted_at":"2016-10-24T17:24:56Z","abstract_excerpt":"This paper describes a multi-functional deep in-memory processor for inference applications. Deep in-memory processing is achieved by embedding pitch-matched low-SNR analog processing into a standard 6T 16KB SRAM array in 65 nm CMOS. Four applications are demonstrated. The prototype achieves up to 5.6X (9.7X estimated for multi-bank scenario) energy savings with negligible (<1%) accuracy degradation in all four applications as compared to the conventional architecture."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1610.07501","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":""},"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":"1610.07501","created_at":"2026-05-18T01:01:29.965702+00:00"},{"alias_kind":"arxiv_version","alias_value":"1610.07501v1","created_at":"2026-05-18T01:01:29.965702+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1610.07501","created_at":"2026-05-18T01:01:29.965702+00:00"},{"alias_kind":"pith_short_12","alias_value":"Z3GXHOLDVK24","created_at":"2026-05-18T12:30:53.716459+00:00"},{"alias_kind":"pith_short_16","alias_value":"Z3GXHOLDVK24VPS6","created_at":"2026-05-18T12:30:53.716459+00:00"},{"alias_kind":"pith_short_8","alias_value":"Z3GXHOLD","created_at":"2026-05-18T12:30:53.716459+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/Z3GXHOLDVK24VPS6FVQFASX6X7","json":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7.json","graph_json":"https://pith.science/api/pith-number/Z3GXHOLDVK24VPS6FVQFASX6X7/graph.json","events_json":"https://pith.science/api/pith-number/Z3GXHOLDVK24VPS6FVQFASX6X7/events.json","paper":"https://pith.science/paper/Z3GXHOLD"},"agent_actions":{"view_html":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7","download_json":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7.json","view_paper":"https://pith.science/paper/Z3GXHOLD","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1610.07501&json=true","fetch_graph":"https://pith.science/api/pith-number/Z3GXHOLDVK24VPS6FVQFASX6X7/graph.json","fetch_events":"https://pith.science/api/pith-number/Z3GXHOLDVK24VPS6FVQFASX6X7/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7/action/timestamp_anchor","attest_storage":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7/action/storage_attestation","attest_author":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7/action/author_attestation","sign_citation":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7/action/citation_signature","submit_replication":"https://pith.science/pith/Z3GXHOLDVK24VPS6FVQFASX6X7/action/replication_record"}},"created_at":"2026-05-18T01:01:29.965702+00:00","updated_at":"2026-05-18T01:01:29.965702+00:00"}