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Tohoku University and Aisin develop a 16nm AI SoC with 32 MB of embedded STT-MRAM that boots 39X faster than current SoCs

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Researchers from Tohoku University, led by Prof. Tetsuo Endoh, together with Japan’s automotive supplier Aisin, have developed what they say is the world’s first 16 nm AI SoC with embedded STT-MRAM. The chip includes 32 MB of on-chip MRAM and runs AI processing without any external DRAM or SSD, reaching OS startup just 65.7 milliseconds after power-on.

Die photo of the Tohoku University and Aisin 16nm AI SoC with embedded STT-MRAM, beside its startup time, AI processing time and energy results

The SoC is made on TSMC’s 16nm FinFET process, and combines a dual-core Arm Cortex-A53 CPU, an Arm Mali-G31 GPU and an AI accelerator. The MRAM is split into 20 MB of weight memory for the accelerator and 12 MB of internal memory. Both the OS boot data and the AI model weights are stored in the non-volatile MRAM, so these no longer have to be loaded from external storage at power-up.


Source: https://www.mram-info.com/tohoku-university-and-aisin-develop-16nm-ai-soc-32-mb-embedded-stt-mram-boots-39x-faster-current



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