{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10546238","patent":{"patent_number":"US-10546238","title":"Pre-training of neural network by parameter decomposition","assignee":null,"inventors":[],"filing_date":"2019-04-09T00:00:00.000Z","publication_date":"2020-01-28T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G10L","G10L","G10L","G10L","G10L"],"num_claims":1,"abstract":"A technique for training a neural network including an input layer, one or more hidden layers and an output layer, in which the trained neural network can be used to perform a task such as speech recognition. In the technique, a base of the neural network having at least a pre-trained hidden layer is prepared. A parameter set associated with one pre-trained hidden layer in the neural network is decomposed into a plurality of new parameter sets. The number of hidden layers in the neural network is increased by using the plurality of the new parameter sets. Pre-training for the neural network is performed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Pre-training of neural network by parameter decomposition","description":"A technique for training a neural network including an input layer, one or more hidden layers and an output layer, in which the trained neural network can be used to perform a task such as speech reco","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10546238","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-10546238","citation_suggestion":"Patentable. \"Pre-training of neural network by parameter decomposition\" (US-10546238). https://patentable.app/patents/US-10546238","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10546238","json":"https://patentable.app/api/llm-context/US-10546238","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:18:15.226Z"}