{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10520940","patent":{"patent_number":"US-10520940","title":"Autonomous operation using deep spatio-temporal learning","assignee":null,"inventors":[],"filing_date":"2017-08-14T00:00:00.000Z","publication_date":"2019-12-31T00:00:00.000Z","cpc_codes":["G06V","B60W","G05D","G05D","G05D","G05D","G06F","G06N","G06N","G06V","G06V","G06V","B60W"],"num_claims":20,"abstract":"A system and method to perform autonomous operation of a vehicle include obtaining one or more image frames for a time instance t from corresponding one or more sensors. Processing the one or more image frames includes performing convolutional processing to obtain a multi-dimensional matrix xt. The method includes operating on the multi-dimensional matrix xt to obtain output ht. The operating includes using an output ht−1 of the operating for a previous time instance t−1. The method also includes post-processing the output ht to obtain one or more control signals to affect operation of the vehicle."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Autonomous operation using deep spatio-temporal learning","description":"A system and method to perform autonomous operation of a vehicle include obtaining one or more image frames for a time instance t from corresponding one or more sensors. Processing the one or more ima","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10520940","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-10520940","citation_suggestion":"Patentable. \"Autonomous operation using deep spatio-temporal learning\" (US-10520940). https://patentable.app/patents/US-10520940","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10520940","json":"https://patentable.app/api/llm-context/US-10520940","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:12:20.224Z"}