{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10534999","patent":{"patent_number":"US-10534999","title":"Apparatus for classifying data using boost pooling neural network, and neural network training method therefor","assignee":null,"inventors":[],"filing_date":"2015-09-25T00:00:00.000Z","publication_date":"2020-01-14T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N"],"num_claims":21,"abstract":"An apparatus for classifying data using a neural network includes an input layer configured to receive input data; an output value to output a plurality of first output values of the input data with respect to each of at least one of all classes, and output only one first output value of the input data with respect to each of a rest of all of the classes; and a boost pooling layer to receive one or more output values output for each class, and output one second output value for each class."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Apparatus for classifying data using boost pooling neural network, and neural network training method therefor","description":"An apparatus for classifying data using a neural network includes an input layer configured to receive input data; an output value to output a plurality of first output values of the input data with r","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10534999","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-10534999","citation_suggestion":"Patentable. \"Apparatus for classifying data using boost pooling neural network, and neural network training method therefor\" (US-10534999). https://patentable.app/patents/US-10534999","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10534999","json":"https://patentable.app/api/llm-context/US-10534999","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T07:06:31.594Z"}