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STMicroelectronics

STM32G4 Edge AI Guides

128 KB SRAM at 170 MHz with Cortex-M4F FPU, DSP, and hardware math accelerators (CORDIC/FMAC). Well-suited for sensor fusion and anomaly detection in motor control applications.

Hardware Specs

Processor ARM Cortex-M4F @ 170 MHz
Cores 1
Clock 170 MHz
SRAM 128 KB
Flash 512 KB
FPU single
Connectivity
Key Features Hardware math accelerator (CORDIC + FMAC), Mixed-signal (ADC + DAC + comparators + op-amps), Motor control PWM (advanced timers), CCM-SRAM with hardware parity
Price $3–$7 (chip), $10–$20 (dev board)

Dev Boards in This Family

3 edge-AI-capable STM32G4 development boards with specs and compatibility details.

Nucleo G474RE

ST

128 KB RAM · 170 MHz

WeAct Studio STM32G474 CoreBoard

WeAct Studio

128 KB RAM · 170 MHz

Nucleo G491RE

ST

112 KB RAM · 170 MHz

Hardware Guides

No hardware guides yet. Use the MCU Checker to explore compatibility.

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ESP32-S2

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320 KB RAM · 240 MHz

ESP32-S3

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512 KB RAM · 240 MHz

GAP8

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512 KB RAM · 250 MHz

i.MX RT1052

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512 KB RAM · 600 MHz

i.MX RT1062

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1024 KB RAM · 600 MHz

i.MX RT1064

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1024 KB RAM · 600 MHz

LPC55xx

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320 KB RAM · 150 MHz

nRF52832

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64 KB RAM · 64 MHz

nRF52833

Nordic Semiconductor

128 KB RAM · 64 MHz

nRF52840

Nordic Semiconductor

256 KB RAM · 64 MHz

RA6M5

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512 KB RAM · 200 MHz

SAMD51

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256 KB RAM · 120 MHz

SAME51

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256 KB RAM · 120 MHz

STM32F3

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80 KB RAM · 72 MHz

STM32F4

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192 KB RAM · 168 MHz

STM32F7

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512 KB RAM · 216 MHz

STM32H5

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640 KB RAM · 250 MHz

STM32H7

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1024 KB RAM · 480 MHz

STM32L4

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128 KB RAM · 80 MHz

STM32L5

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256 KB RAM · 110 MHz

STM32U5

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STM32WB

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Orchestrate STM32G4 Edge AI with ForestHub

The STM32G4 runs inference on-device. ForestHub on your Linux edge gateway ingests its results over MQTT, orchestrates the sense-reason-act loop as a deterministic, auditable graph, and acts on the line.

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