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Company profile

MemryX

MemryX develops edge-AI accelerator chips and modules for low-power inference in embedded systems, servers and multi-camera deployments. Its Cascade expans...

Facts

Segment
AI_COMPUTE
Country
US
Headquarters
Ann Arbor, Michigan
Founded
2019
Categories
Components
Focus
Edge AI compute
Flagship
MX3 / Cascade
Website
https://memryx.com/

About MemryX

MemryX’s MX3 accelerator uses an at-memory dataflow architecture that distributes neural-network operations across 192 compute engines. A single chip provides approximately 6 TFLOPS while operating at roughly 0.5–3 W, and as many as 16 devices can be cascaded for larger models or multiple concurrent video streams. The compiler accepts established models without requiring retraining or specialised quantisation work.

Cascade products package those chips into PCIe cards, USB modules, M.2 devices and a Raspberry Pi HAT+, allowing developers to add inference to x86, Arm or RISC-V hosts. The CPU continues to run the robot or application software while MemryX executes vision models for detection, inspection, safety and navigation. This division is intended to keep power and host utilisation predictable as camera count or model complexity increases.

Market context

SUPPLY_CHAIN

Summary

Type: AI compute supplier

Core: MX3 / Cascade

Function: Run models

Audience: Robot OEMs

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