Infineon PSOC Edge E81, E83, E84 Cortex-M55/M33 MCUs target IoT, consumer and industrial applications powered by machine learning

Machine Learning


The Infineon PSOC Edge E81, E83, and E84 MCU series is a dual-core Cortex-M55/M33 microcontroller with an optional Arm Ethos U55 microNPU and 2.5D GPU that enables IoT, consumer, and IoT applications to benefit from machine learning acceleration. , designed for industrial applications.

This is a follow-up to Infineon's completely useless announcement about the PSoC Edge Cortex-M55/M33 microcontroller in December 2023, with the new announcement not showing any actual parts that might be used in the design. Masu. The PSOC Edge E81 series is an entry-level ML microcontroller, the PSOC Edge E83 series adds more advanced machine learning with his Ethos-U55 microNPU, and the PSOC Edge E84 series further adds his 2.5D GPU for HMI applications. add.

PSOC Edge E84 Microcontroller
Infineon PSOC Edge E84 Microcontroller Blog Diagram

Infineon PSOC Edge E81, E83, E84 series specifications:

  • MCU core
    • Arm Cortex-M55 high-performance CPU system (up to 400 Mhz, FPU, MPU, Arm Helium support, 256KB i-TCM, 256KB D-TCM, 4MB SRAM)Edge E81/E83) or 5MB SRAM (Edge E84)
    • Arm Cortex-M33 low-power CPU system, up to 200 MHz, 1MB SRAM, 64KB ROM
  • GPU (Edge 84 only) – Low power 2.5D GPU
  • AI accelerator
    • All models – Infineon NNLite AI accelerator,
    • Edge E83 and E84 – Arm Ethos-U55 with 128 MACs, support for smart audio and computer vision (location, facial recognition, object detection)
  • Storage – SMIF x 2, SD host controller x 2
  • screen (Edge 84 only) – MIPI DSI/DBI up to 1024×768 resolution
  • audio
    • All models
      • ULP Always ON program.Analog for voice, audio, and sensing
      • 4x analog mics, 6x digital mics
      • NNLite wake word and acoustic activity detection
    • Edge 83/84 only – Ethos-U55 based wake word and acoustic activity detection, full voice inference
  • Networking – 10/100Mbps Ethernet
  • USB – USB HS/FS
  • Peripherals and I/O – CAN bus, SPI, UART, I2C, I3C, I2S, 12-bit ADC, etc…
  • Security – Secure enclaves, Edge Protect categories 2 and 4
PSOC Edge E84 Development Board
Blurry photo of PSOC Edge development kit…

The PSOC Edge family is supported by ModusToolbox software, which includes a board support package (BSP), peripheral driver library (PDL), middleware such as CAPSENSE, and integration with the Imagimob Studio AI solution and its off-the-shelf ML models. Lady model. Information about the PSOC Edge development kit is limited, but we do know that it features a system-on-module, Arduino expansion header, sensor suite, BLE connectivity for provisioning, and Wi-Fi for smartphone and cloud connectivity. It was also demonstrated at Embedded World 2024 and can be seen in the video embedded below.

youtube video player

The PSOC Edge 81, 83, and 84 series are targeted at other smart home devices including appliances, speakers, wearables, robotics, and connected IoT products. PSOC Edge E81 provides entry-level ML computing for features such as anomaly detection, predictive maintenance, acoustic event detection, keyword spotting, wake word detection, voice prompts, and gesture/motion/presence detection. The Edge E83 series enables voice/audio wake word detection with an always-on acoustic activity detection mechanism for battery-powered devices, while the PSOC Edge E84 can power similar applications with graphical user interfaces .

The PSOC Edge family is only available to early access customers at this time, so there may be a lack of information and documentation. More information, including product overview, can be found on the product page and press release.

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