{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11954467","patent":{"patent_number":"US-11954467","title":"Convolutional neural network compiler for programmable functional array (PFA) processors","assignee":null,"inventors":[],"filing_date":"2022-08-04T00:00:00.000Z","publication_date":"2024-04-09T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06N","G06N","G06N"],"num_claims":24,"abstract":"Convolutional neural network compilers for programmable functional array processors are provided. One such compiler involves a method for fitting a convolutional neural network (CNN) to a CNN processor to be performed by a compiler, the method comprising: receiving a CNN; converting the CNN into a CNN graph; converting the CNN graph into a memory graph comprising graph primitives corresponding to a plurality of components of the CNN processor including a primary memory; performing a memory analysis to determine an amount of memory required in the primary memory for at least one of the graph primitives; identifying a plurality of tokens within the memory graph to form a token graph, each of the plurality of tokens comprising one or more of the graph primitives; and generating, using the plurality of identified tokens, configuration settings for each of the plurality of components of the CNN processor."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Convolutional neural network compiler for programmable functional array (PFA) processors","description":"Convolutional neural network compilers for programmable functional array processors are provided. One such compiler involves a method for fitting a convolutional neural network (CNN) to a CNN processo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11954467","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-11954467","citation_suggestion":"Patentable. \"Convolutional neural network compiler for programmable functional array (PFA) processors\" (US-11954467). https://patentable.app/patents/US-11954467","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11954467","json":"https://patentable.app/api/llm-context/US-11954467","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:40:41.054Z"}