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Humanoid robot chips and upgrades from FPGAs

Humanoid robots use FPGA chips as the core to realize multi-axis motion control and AI model adaptation.
Abstract

DIGITIMES observes that humanoid robots require field programmable gate arrays (FPGAs) to execute multi-axis motor control for diverse tasks and to flexibly adjust designs according to different application scenarios. Humanoid robots possess intricate and large-scale mechanisms to perform complex movements, and FPGAs can effectively support multi-axis motor control through low-latency and low-power design.

As humanoid robots adopt multimodal large language models (LLMs) as their decision-making core, FPGAs can also flexibly modify chip designs when the models are fine-tuned for various applications. AMD and Intel are representative FPGA suppliers in this field.

Compared to industrial robots, humanoid robots can undertake a wider variety of tasks across manufacturing, service, and household environments. Evolving from single-task operations to multitasking capabilities, humanoid robots require greater mobility and autonomous planning abilities.

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Published: December 8, 2025

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