{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11468662","patent":{"patent_number":"US-11468662","title":"Training a neural network for determining correlations between lighting effects and biological states","assignee":null,"inventors":[],"filing_date":"2019-10-25T00:00:00.000Z","publication_date":"2022-10-11T00:00:00.000Z","cpc_codes":["G06F","G05B","G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06Q","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06V","G16H","H04N","H04N","G06F","G06N","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T"],"num_claims":18,"abstract":"Method includes recording biomarker information being indicative of at least one biological state of user remaining in lighting control environment over time frame, biomarker information being generated by at least one physiological sensor remaining with user in lighting control environment over time frame; recording light control settings for at least one light remaining in lighting control environment with user and with physiological sensor generating biomarker information over time frame; and training a neural network to determine correlations between biological state of user remaining in lighting control environment over time frame and lighting effects caused by at least one light remaining in lighting control environment with user over time frame, based on recordings of biomarker information and recordings of light control settings, and utilizing the correlations for controlling the at least one light. Computer readable medium for executing method."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Training a neural network for determining correlations between lighting effects and biological states","description":"Method includes recording biomarker information being indicative of at least one biological state of user remaining in lighting control environment over time frame, biomarker information being generat","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11468662","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-11468662","citation_suggestion":"Patentable. \"Training a neural network for determining correlations between lighting effects and biological states\" (US-11468662). https://patentable.app/patents/US-11468662","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11468662","json":"https://patentable.app/api/llm-context/US-11468662","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:52:32.899Z"}