{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11263513","patent":{"patent_number":"US-11263513","title":"Method and system for bit quantization of artificial neural network","assignee":null,"inventors":[],"filing_date":"2020-02-21T00:00:00.000Z","publication_date":"2022-03-01T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G06N"],"num_claims":13,"abstract":"The present disclosure provides a bit quantization method of an artificial neural network. This method may include: (a) of selecting one parameter or one parameter group to be quantized in the artificial neural network; (b) a bit quantizing to reduce the data representation size for the selected parameter or parameter group to a unit of bits; (c) of determining whether the accuracy of the artificial neural network is equal to or greater than a predetermined target value; and (d) repeating steps (a) to (c) when the accuracy of the artificial neural network is equal to or greater than the target value."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and system for bit quantization of artificial neural network","description":"The present disclosure provides a bit quantization method of an artificial neural network. This method may include: (a) of selecting one parameter or one parameter group to be quantized in the artific","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11263513","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-11263513","citation_suggestion":"Patentable. \"Method and system for bit quantization of artificial neural network\" (US-11263513). https://patentable.app/patents/US-11263513","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11263513","json":"https://patentable.app/api/llm-context/US-11263513","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:52:44.029Z"}