{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11983618","patent":{"patent_number":"US-11983618","title":"Computing system and method for determining mimicked generalization through topologic analysis for advanced machine learning","assignee":null,"inventors":[],"filing_date":"2020-04-08T00:00:00.000Z","publication_date":"2024-05-14T00:00:00.000Z","cpc_codes":["G06N","G06N","G06F","G06F","G06N","G06N"],"num_claims":15,"abstract":"Advancing beyond Interpretability and explainability approaches that may uncover what a Deep Neural Network (DNN) models, i.e., what each node (cell) in the network represents and what images are most likely to activate the model provide a mimicked type of learning of generalization applicable to previously unseen samples. The approach provides an ability to detect and circumvent adversarial attacks, with self-verification and trust-building structural modeling. Computing systems may now define what it means to learn in deep networks, and how to use this knowledge for a multitude of practical applications."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Computing system and method for determining mimicked generalization through topologic analysis for advanced machine learning","description":"Advancing beyond Interpretability and explainability approaches that may uncover what a Deep Neural Network (DNN) models, i.e., what each node (cell) in the network represents and what images are most","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11983618","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-11983618","citation_suggestion":"Patentable. \"Computing system and method for determining mimicked generalization through topologic analysis for advanced machine learning\" (US-11983618). https://patentable.app/patents/US-11983618","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11983618","json":"https://patentable.app/api/llm-context/US-11983618","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:03:20.594Z"}