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Presentation

FASCINET: Fully Automated Single-Board Computer Generator Using a Neural Network Based Datasheet Scrubber
TimeTuesday, December 7th6:00pm - 7:00pm PST
Event Type
Networking Reception
Work-in-Progress Poster
Virtual Programs
Presented In-Person
DescriptionDesigning Single-Board Computers (SBCs) is becoming more challenging given the growing number of discrete IPs that are made available. The procedure of deciding Peripheral Circuits (PC) configurations, determining their elements values is complicated and time-consuming. An SBC generation tool is proposed that uses a NN to design PCs for SBCs given their main components. The proposed tool reduces the time for generating the schematic of an SBC to two minutes. The tool creates a large DB of IPs datasheets. We propose a novel NN-based approach for automatically categorizing datasheets and a technique for extracting functional information from their tables.