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Researchers Develop Neuromorphic ‘E Skin’ to Give Humanoid Robots Pain Reflexes

Researchers Develop Neuromorphic ‘E-Skin’ to Give Humanoid Robots Pain Reflexes

The NRE-skin includes a built-in pain centre, which reacts to dangerous stimuli nearly instantly and protects the robot from damage.

Written by Gadgets 360 Staff | Updated: 3 January 2026 16:30 IST

Researchers Develop Neuromorphic ‘E-Skin’ to Give Humanoid Robots Pain Reflexes

Photo Credit: Xinge Yu, City University of Hong Kong (via PNAS)

A neuromorphic robotic e-skin can convert touch into neural-like signals

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Highlights

Robotic skin converts pressure into neural-like electrical pulses
Built-in pain reflex bypasses the processor for instant response
Modular design allows damaged skin sections to be replaced quickly

A group of researchers at the City University of Hong Kong, led by Yuyu Gao, have developed a neuromorphic robotic “e-skin” mimicking the human nervous system. The layered artificial skin converts pressure into neural-like pulses that distinguish gentle touch from painful force. It enables humanoid robots to sense contact, detect injury and trigger protective reflexes—much like a human reflex arc, paving the way to more “empathetic” robots that interact safely with people.

Active Pain Detection and Reflexes

According to the study published as part of a PNAS paper, the skin's four-layer design mimics human nerves. Under gentle contact, spike signals are routed to the central processor for interpretation. But if pressure exceeds a preset pain threshold, the skin triggers an immediate reflex by sending a high-voltage pulse directly to the motors, bypassing the CPU and causing the robot to withdraw.

In effect, the NRE-skin includes a built-in pain centre, which reacts to dangerous stimuli nearly instantly and protects the robot from damage.

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Modular Design and Self-Repair

The NRE-skin has a neat feature where it can keep an eye on its own health. Each sensor sends out a regular “still here” signal, and if a patch gets cut, that signal stops, alerting the system to the damaged part. Since it can't heal itself, the skin uses magnetic modules.

When a patch is damaged, it pops off like a Lego piece and can be replaced in just seconds. The team is also aiming to enhance its sensitivity, so robots can pick up on multiple touches at once.

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Further reading: Humanoid Robots, Science, Study