{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11978258","patent":{"patent_number":"US-11978258","title":"Techniques for identification of out-of-distribution input data in neural networks","assignee":null,"inventors":[],"filing_date":"2021-04-06T00:00:00.000Z","publication_date":"2024-05-07T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06V","G06N"],"num_claims":41,"abstract":"Apparatuses, systems, and techniques to identify out-of-distribution input data in one or more neural networks. In at least one embodiment, a technique includes training one or more neural networks to infer a plurality of characteristics about input information based, at least in part, on the one or more neural networks being independently trained to infer each of the plurality of characteristics about the input information."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Techniques for identification of out-of-distribution input data in neural networks","description":"Apparatuses, systems, and techniques to identify out-of-distribution input data in one or more neural networks. In at least one embodiment, a technique includes training one or more neural networks to","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11978258","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-11978258","citation_suggestion":"Patentable. \"Techniques for identification of out-of-distribution input data in neural networks\" (US-11978258). https://patentable.app/patents/US-11978258","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11978258","json":"https://patentable.app/api/llm-context/US-11978258","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T08:35:51.870Z"}