{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11966843","patent":{"patent_number":"US-11966843","title":"Methods and apparatus for distributed training of a neural network","assignee":null,"inventors":[],"filing_date":"2022-06-13T00:00:00.000Z","publication_date":"2024-04-23T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06F","G06N","G06N","G06V","G06V","G06V","G06N"],"num_claims":21,"abstract":"Methods, apparatus, systems and articles of manufacture for distributed training of a neural network are disclosed. An example apparatus includes a neural network trainer to select a plurality of training data items from a training data set based on a toggle rate of each item in the training data set. A neural network parameter memory is to store neural network training parameters. A neural network processor is to generate training data results from distributed training over multiple nodes of the neural network using the selected training data items and the neural network training parameters. The neural network trainer is to synchronize the training data results and to update the neural network training parameters."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Methods and apparatus for distributed training of a neural network","description":"Methods, apparatus, systems and articles of manufacture for distributed training of a neural network are disclosed. An example apparatus includes a neural network trainer to select a plurality of trai","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11966843","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-11966843","citation_suggestion":"Patentable. \"Methods and apparatus for distributed training of a neural network\" (US-11966843). https://patentable.app/patents/US-11966843","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11966843","json":"https://patentable.app/api/llm-context/US-11966843","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:24:18.370Z"}