{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11475100","patent":{"patent_number":"US-11475100","title":"Device and method for convolution operation","assignee":null,"inventors":[],"filing_date":"2020-09-28T00:00:00.000Z","publication_date":"2022-10-18T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N","G06N","G06N"],"num_claims":18,"abstract":"In accordance with an aspect of the present disclosure, there is provided a convolution operation method. The method comprises, extracting, from a feature data with a M×N matrix (M and N are a natural number), a plurality of separate sub-matrices which have identical dimensions to a convolution kernel with a K×L matrix (K is a natural number equal to or smaller than M, and L is a natural number equal to or smaller than N); generating a first vector which includes elements of at least one of the sub-matrices as elements of the first vector, and a second vector which includes elements of the convolution kernel as elements of the second vector; extracting, from the first vector, a partial vector including all elements of the sub-matrix, for each of the sub-matrices; and deriving a result of a convolution operation by multiplying between each element of the partial vector corresponding to each of the sub-matrices and each element at a corresponding position in the second vector, and by adding results of the multiplication."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Device and method for convolution operation","description":"In accordance with an aspect of the present disclosure, there is provided a convolution operation method. The method comprises, extracting, from a feature data with a M×N matrix (M and N are a natural","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11475100","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-11475100","citation_suggestion":"Patentable. \"Device and method for convolution operation\" (US-11475100). https://patentable.app/patents/US-11475100","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11475100","json":"https://patentable.app/api/llm-context/US-11475100","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:45:55.679Z"}