{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11494659","patent":{"patent_number":"US-11494659","title":"Information processing method and information processing apparatus","assignee":null,"inventors":[],"filing_date":"2020-03-13T00:00:00.000Z","publication_date":"2022-11-08T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N"],"num_claims":16,"abstract":"According to one embodiment, an information processing method includes performing, in an intermediate layer of a deep neural network, a forward propagation using a first parameter and based on a first input value represented by a first bit number; performing quantization to produce a second input value represented by a second bit number smaller than the first bit number, and storing the produced second input value in the memory; calculating a second parameter based on a result of an operation using the second input value stored in the memory and a value obtained by the forward propagation, the second parameter being an update of the first parameter and for use in the learning process; and determining a condition for the quantization based on a gradient difference obtained in said calculating the second parameter."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Information processing method and information processing apparatus","description":"According to one embodiment, an information processing method includes performing, in an intermediate layer of a deep neural network, a forward propagation using a first parameter and based on a first","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11494659","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-11494659","citation_suggestion":"Patentable. \"Information processing method and information processing apparatus\" (US-11494659). https://patentable.app/patents/US-11494659","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11494659","json":"https://patentable.app/api/llm-context/US-11494659","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:20:16.992Z"}