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Embedded module features dedicated neural processing unit

July 3, 2025 By Aimee Kalnoskas Leave a Comment

Tria Technologies has launched a new SMARC module based on the Renesas RZ/G3E processor, extending the availability of this processor architecture to the embedded systems market.

The SMARC module incorporates the Renesas RZ/G3E microprocessor, which includes up to four Arm Cortex-A55 cores running at 1.8GHz, a dedicated Arm Cortex-M33 Real-Time core and an Arm Ethos-U55 neural processor unit. The processor targets applications requiring compact compute platforms with graphics, video and AI capabilities combined with comprehensive I/O options.

The microprocessor features the Arm Mali-G52 graphics processing unit and 4K-capable video processing unit, along with security features. The RZ/G3E can execute AI workloads using the NPU, a machine learning processor designed to accelerate ML inference in area-constrained embedded and IoT devices. The module supports up to 8GB LPDDR4 with inline ECC and up to 256Gb eMMC Flash.

Interface options include LVDS, MIPI-DSI and HDMI connectivity. The SMARC module provides high-speed interfaces including PCIe Gen.3 x2/x1, USB 3.2 Gen 2 x 1 and Dual Gigabit Ethernet connections.

The RZ/G3E processor targets cost-sensitive, secure edge computing applications beyond traditional HMI implementations, with cloud integration and high-speed connectivity support. The processor architecture enables independent AI/ML workload execution, addressing emerging market requirements for edge AI processing in compact form factors.

Filed Under: Embedded Tagged With: Tria Technologies

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