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Three-Dimensional Force System01:30

Three-Dimensional Force System

In mechanical engineering, a three-dimensional force system is a system of forces acting in three dimensions, with forces applied along the x, y, and z coordinate axes. The three-dimensional force system is an important concept in mechanical engineering, as it allows engineers to understand and analyze the behavior of objects and structures in three dimensions. By understanding the forces acting on a system, engineers can design more efficient and effective mechanical systems that can withstand...
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Three-Dimensional Garment Architectures for Tactile Embodied Intelligence.

Junhua Huang1, Xuchun Gui1, Zhenxi Dai1

  • 1State Key Laboratory of Optoelectronic Materials and Technologies, School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China.

Advanced Materials (Deerfield Beach, Fla.)
|May 16, 2026
PubMed
Summary
This summary is machine-generated.

Researchers developed a novel textile resistive random-access memory (RRAM) for wearable devices. This breakthrough enables integrated sensing and computing in smart textiles for advanced human-machine interaction.

Keywords:
3D RRAM arrayelectronic textileflexible textile artificial synapsenear‐sensor computing

Related Experiment Videos

Area of Science:

  • Materials Science
  • Computer Engineering
  • Wearable Technology

Background:

  • Neuromorphic computing in wearables requires seamless integration with textiles.
  • Conventional electronic structures are incompatible with fabric manufacturing.
  • Textile electronics need novel materials for sensing and computing.

Purpose of the Study:

  • To develop a tactile-neuromorphic interface using textile-based resistive random-access memory (RRAM).
  • To enable human-machine sensing-computing interactive systems within smart textiles.
  • To overcome the incompatibility of traditional electronics with textile manufacturing.

Main Methods:

  • Fabrication of a 3D stacked TiO2/Ti3C2Tx textile RRAM array.
  • Integration of pressure sensors and RRAM arrays into an all-textile system.
  • Characterization of resistive switching properties and pressure-induced conductance modulation.

Main Results:

  • Achieved ultra-low switching voltage (85 mV) and high stability (>10^3 cycles) in textile RRAM.
  • Demonstrated quasi-linear conductance modulation in response to pressure stimuli.
  • Successfully created an all-textile integrated near-sensor computing system.

Conclusions:

  • The developed textile RRAM is suitable for weavable neuromorphic computing applications.
  • The integrated system allows for in situ tactile processing within garment textiles.
  • This work paves the way for transformative smart textiles in human-machine interaction.