{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461645","patent":{"patent_number":"US-11461645","title":"Initialization of memory networks","assignee":null,"inventors":[],"filing_date":"2019-12-02T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06N","G11C","G06N","G06N"],"num_claims":20,"abstract":"A memory network can be constructed with at least memory write weightings, memory read weightings and at least one read vector, the memory write weightings parameterizing memory write operations of a neural network to the memory matrix, the memory read weightings parameterizing memory read operations of the neural network from the memory matrix. At least one of the write weightings, the read weightings, or elements of the at least one read vector, can be initialized to have sparsity and/or low discrepancy sampling pattern. The memory network can be trained to perform a task."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Initialization of memory networks","description":"A memory network can be constructed with at least memory write weightings, memory read weightings and at least one read vector, the memory write weightings parameterizing memory write operations of a ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461645","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-11461645","citation_suggestion":"Patentable. \"Initialization of memory networks\" (US-11461645). https://patentable.app/patents/US-11461645","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461645","json":"https://patentable.app/api/llm-context/US-11461645","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T19:36:09.666Z"}