{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008470","patent":{"patent_number":"US-12008470","title":"Methods and systems for learning noise distributions for neural networks","assignee":null,"inventors":[],"filing_date":"2020-10-16T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N"],"num_claims":18,"abstract":"Described are methods, devices and applications for learning noise distribution on information from any data processing method. In an embodiment of the described technology, a method includes determining an amount of shredding used in a shredding operation by which source data is converted into shredded data, and transferring the shredded data over an external network to a remote server for a data processing task. The shredding reduces the information content and incurs a limited degradation to an accuracy of the data processing task due to the shredding operation."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Methods and systems for learning noise distributions for neural networks","description":"Described are methods, devices and applications for learning noise distribution on information from any data processing method. In an embodiment of the described technology, a method includes determin","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008470","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-12008470","citation_suggestion":"Patentable. \"Methods and systems for learning noise distributions for neural networks\" (US-12008470). https://patentable.app/patents/US-12008470","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008470","json":"https://patentable.app/api/llm-context/US-12008470","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:47:37.163Z"}