{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10496921","patent":{"patent_number":"US-10496921","title":"Neural network mapping dictionary generation","assignee":null,"inventors":[],"filing_date":"2016-05-03T00:00:00.000Z","publication_date":"2019-12-03T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","H04L","G06N"],"num_claims":20,"abstract":"A method of generating mapping dictionaries for neural networks may be provided. A method may include receiving, at a current layer, encoded activation addresses from a previous layer and encoded weight addresses. The method may also include decoding the encoded activation addresses to generate decoded activation addresses, and decoding the encoded weight addresses to generate decoded weight addresses. Further, the method may include generating original activation addresses from the decoded activation addresses and the decoded weight addresses. Moreover, the method may include matching the original activation addresses to a mapping dictionary to generate encoded activation addresses for the current layer."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Neural network mapping dictionary generation","description":"A method of generating mapping dictionaries for neural networks may be provided. A method may include receiving, at a current layer, encoded activation addresses from a previous layer and encoded weig","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10496921","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-10496921","citation_suggestion":"Patentable. \"Neural network mapping dictionary generation\" (US-10496921). https://patentable.app/patents/US-10496921","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10496921","json":"https://patentable.app/api/llm-context/US-10496921","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T01:13:14.135Z"}