{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11272066","patent":{"patent_number":"US-11272066","title":"Method for controlling image forming apparatus by generating learned model and image forming apparatus with learned model","assignee":null,"inventors":[],"filing_date":"2020-11-11T00:00:00.000Z","publication_date":"2022-03-08T00:00:00.000Z","cpc_codes":["H04N","G06N","G06N","H04N","H04N"],"num_claims":9,"abstract":"An image forming apparatus includes a member having a certain function, a learned model, and an estimation unit. The learned model is obtained by learning of a self-organizing map model having an input layer and an output layer. The estimation unit gives multidimensional input data related to the member to the input layer, and estimates a state of the member on the basis of one of a plurality of nodes of the output layer."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for controlling image forming apparatus by generating learned model and image forming apparatus with learned model","description":"An image forming apparatus includes a member having a certain function, a learned model, and an estimation unit. The learned model is obtained by learning of a self-organizing map model having an inpu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11272066","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-11272066","citation_suggestion":"Patentable. \"Method for controlling image forming apparatus by generating learned model and image forming apparatus with learned model\" (US-11272066). https://patentable.app/patents/US-11272066","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11272066","json":"https://patentable.app/api/llm-context/US-11272066","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:37:03.387Z"}