{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11531863","patent":{"patent_number":"US-11531863","title":"Systems and methods for localization and classification of content in a data set","assignee":null,"inventors":[],"filing_date":"2019-08-08T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"Disclosed herein includes a system, a method, and a device for localizing and classifying content in a data set. A device can provide a sequence of portions of a data set to a neural network to generate a plurality of activations. Each activation of the plurality of activations can include at least one value from a layer of the neural network. The device can apply an attention vector to each activation of the plurality of activations to generate a sequence of values. A normalization function can be applied to the sequence of values to generate a sequence of attention scores according to the sequence of values. The device can identify or localize one or more portions in the sequence of portions of the data based in part on the sequence of attention scores."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for localization and classification of content in a data set","description":"Disclosed herein includes a system, a method, and a device for localizing and classifying content in a data set. A device can provide a sequence of portions of a data set to a neural network to genera","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11531863","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-11531863","citation_suggestion":"Patentable. \"Systems and methods for localization and classification of content in a data set\" (US-11531863). https://patentable.app/patents/US-11531863","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11531863","json":"https://patentable.app/api/llm-context/US-11531863","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T21:25:08.557Z"}