Edge AI Processor Architecture for Imaging & Computer Vision
While NeuPro-S provides a self-contained and specialized AI processor, it also supports heterogeneous co-processing with custom AI engines to enable additional customer differentiation and cover specific application needs, enabling it to fit a broad range of end markets including IoT, smartphones, surveillance, automotive, robotics, medical and industrial.
NeuPro-S builds on CEVA’s industry-leading position and experience in deep neural networks for computer vision applications. Dozens of customers are already deploying the CEVA-XM4 and CEVA-XM6 and NeuPro vision platforms along with the CDNN Compiler in consumer, surveillance and ADAS products.
This new AI processor architecture covers a wide range of processing options, ranging from 2 Tera Ops Per Second (TOPS) up to 12.5 TOPS per core and is fully scalable to reach above 100 TOPS using multi-core instantiations. NeuPro-S was designed to meet the most stringent safety compliance standards and comes complete with a full complementary software stack including CDNN, CEVA-CV, CEVA-SLAM SDK and Wide-angle imaging algorithms.
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Block Diagram of the Edge AI Processor Architecture for Imaging & Computer Vision

AI Processor IP
- RT-630 Hardware Root of Trust Security Processor for Cloud/AI/ML SoC FIPS-140
- RT-630-FPGA Hardware Root of Trust Security Processor for Cloud/AI/ML SoC FIPS-140
- Complete Neural Processor for Edge AI
- Ultra Low Power Edge AI Processor
- AI Accelerator
- High-performance 32-bit multi-core processor with AI acceleration engine