{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11526753","patent":{"patent_number":"US-11526753","title":"System and a method to achieve time-aware approximated inference","assignee":null,"inventors":[],"filing_date":"2020-02-06T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G06N","G06N"],"num_claims":16,"abstract":"An exemplary aspect relates to the field of pattern recognition, and in one exemplary embodiment to the field of image recognition. More specifically, an embodiment relates to the use of deep neural networks for image recognition and how these kinds of pattern classification structures may be augmented in order to become aware of the available computation time, and the available computational resources so as to appropriately adjust the computational complexity of their associated algorithms and consequently their need for computing resources. The methods and systems described herein at least enable more economical and flexible implementations for porting to embedded computing frameworks by respecting their computational resources."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and a method to achieve time-aware approximated inference","description":"An exemplary aspect relates to the field of pattern recognition, and in one exemplary embodiment to the field of image recognition. More specifically, an embodiment relates to the use of deep neural n","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11526753","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-11526753","citation_suggestion":"Patentable. \"System and a method to achieve time-aware approximated inference\" (US-11526753). https://patentable.app/patents/US-11526753","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11526753","json":"https://patentable.app/api/llm-context/US-11526753","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:46:37.094Z"}