{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11275381","patent":{"patent_number":"US-11275381","title":"Control and monitoring of physical system based on trained Bayesian neural network","assignee":null,"inventors":[],"filing_date":"2020-03-26T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["G05B","G05D","G05D","G06F","G06F","G06F","G06N","G06N","G06N","G06N"],"num_claims":15,"abstract":"A trained model is described in the form of a Bayesian neural network (BNN) which provides a quantification of its inference uncertainty during use and which is trained using marginal likelihood maximization. A Probably Approximately Correct (PAC) bound may be used in the training to incorporate prior knowledge and to improve training stability even when the network architecture is deep."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Control and monitoring of physical system based on trained Bayesian neural network","description":"A trained model is described in the form of a Bayesian neural network (BNN) which provides a quantification of its inference uncertainty during use and which is trained using marginal likelihood maxim","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11275381","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-11275381","citation_suggestion":"Patentable. \"Control and monitoring of physical system based on trained Bayesian neural network\" (US-11275381). https://patentable.app/patents/US-11275381","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11275381","json":"https://patentable.app/api/llm-context/US-11275381","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T21:13:24.227Z"}