{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11972137","patent":{"patent_number":"US-11972137","title":"System and memory for artificial neural network (ANN) optimization using ANN data locality","assignee":null,"inventors":[],"filing_date":"2021-10-29T00:00:00.000Z","publication_date":"2024-04-30T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06N","G11C","G11C","G06F","G06N","G11C","G11C"],"num_claims":16,"abstract":"A system for an artificial neural network (ANN) includes a main memory including a dynamic memory cell electrically coupled to a bit line and a word line; and a memory controller configured to selectively omit a restore operation during a read operation of the dynamic memory cell. The main memory may be configured to selectively omit the restoration operation during the read operation of the dynamic memory cell by controlling a voltage applied to the word line. The memory controller may be further configured to determine whether to perform the restoration operation by determining whether data stored in the dynamic memory cell is reused. Thus, the system optimizes an ANN operation of the processor by utilizing the ANN data locality of the ANN model, which operates at a processor-memory level."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and memory for artificial neural network (ANN) optimization using ANN data locality","description":"A system for an artificial neural network (ANN) includes a main memory including a dynamic memory cell electrically coupled to a bit line and a word line; and a memory controller configured to selecti","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11972137","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11972137","citation_suggestion":"Patentable. \"System and memory for artificial neural network (ANN) optimization using ANN data locality\" (US-11972137). https://patentable.app/patents/US-11972137","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11972137","json":"https://patentable.app/api/llm-context/US-11972137","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T12:19:06.642Z"}