Microchip
SAMD51 Edge AI Guides
256 KB SRAM with Cortex-M4F FPU and DSP supports ML inference via CMSIS-NN. Strong Arduino/CircuitPython ecosystem lowers barrier to entry for ML prototyping.
Hardware Specs
| Processor | ARM Cortex-M4F @ 120 MHz |
| Cores | 1 |
| Clock | 120 MHz |
| SRAM | 256 KB |
| Flash | 1 MB |
| FPU | single |
| Connectivity | |
| Key Features | Popular in maker ecosystem (Adafruit Metro M4, Feather M4), AES hardware crypto, 12-bit ADC (1 MSPS), Event system for autonomous peripheral operation |
| Price | $4–$8 (chip), $15–$35 (dev board) |
Dev Boards in This Family
18 edge-AI-capable SAMD51 development boards with specs and compatibility details.
Adafruit Grand Central M4
Adafruit
256 KB RAM · 120 MHz
Adafruit PyGamer Advance M4
Adafruit
256 KB RAM · 120 MHz
Adafruit PyPortal M4
Adafruit
256 KB RAM · 120 MHz
Adafruit PyPortal M4 Titano
Adafruit
256 KB RAM · 120 MHz
Adafruit Feather M4 Express
Adafruit
192 KB RAM · 120 MHz
Adafruit Hallowing M4
Adafruit
192 KB RAM · 120 MHz
Adafruit ItsyBitsy M4
Adafruit
192 KB RAM · 120 MHz
Adafruit Matrix Portal M4
Adafruit
192 KB RAM · 120 MHz
Adafruit Metro M4
Adafruit
192 KB RAM · 120 MHz
Adafruit Metro M4 AirLift Lite
Adafruit
192 KB RAM · 120 MHz
Adafruit MONSTER M4SK
Adafruit
192 KB RAM · 120 MHz
Adafruit pyBadge AirLift M4
Adafruit
192 KB RAM · 120 MHz
Hardware Guides
No hardware guides yet. Use the MCU Checker to explore compatibility.
Other Microcontrollers
EFR32MG
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256 KB RAM · 40 MHz
ESP32
Espressif
520 KB RAM · 240 MHz
ESP32-C3
Espressif
400 KB RAM · 160 MHz
ESP32-C6
Espressif
512 KB RAM · 160 MHz
ESP32-S2
Espressif
320 KB RAM · 240 MHz
ESP32-S3
Espressif
512 KB RAM · 240 MHz
GAP8
GreenWaves Technologies
512 KB RAM · 250 MHz
i.MX RT1052
NXP
512 KB RAM · 600 MHz
i.MX RT1062
NXP
1024 KB RAM · 600 MHz
i.MX RT1064
NXP
1024 KB RAM · 600 MHz
LPC55xx
NXP
320 KB RAM · 150 MHz
nRF52832
Nordic Semiconductor
64 KB RAM · 64 MHz
nRF52833
Nordic Semiconductor
128 KB RAM · 64 MHz
nRF52840
Nordic Semiconductor
256 KB RAM · 64 MHz
RA6M5
Renesas
512 KB RAM · 200 MHz
SAME51
Microchip
256 KB RAM · 120 MHz
STM32F3
STMicroelectronics
80 KB RAM · 72 MHz
STM32F4
STMicroelectronics
192 KB RAM · 168 MHz
STM32F7
STMicroelectronics
512 KB RAM · 216 MHz
STM32G4
STMicroelectronics
128 KB RAM · 170 MHz
STM32H5
STMicroelectronics
640 KB RAM · 250 MHz
STM32H7
STMicroelectronics
1024 KB RAM · 480 MHz
STM32L4
STMicroelectronics
128 KB RAM · 80 MHz
STM32L5
STMicroelectronics
256 KB RAM · 110 MHz
STM32U5
STMicroelectronics
786 KB RAM · 160 MHz
STM32WB
STMicroelectronics
256 KB RAM · 64 MHz
Orchestrate SAMD51 Edge AI with ForestHub
The SAMD51 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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