Breakthrough Artificial Neurons Revolutionize Low-Power Brain-Machine Interfaces with Protein Nanowires

October 13, 2025
Breakthrough Artificial Neurons Revolutionize Low-Power Brain-Machine Interfaces with Protein Nanowires
  • Researchers have developed artificial neurons based on protein nanowires produced by the bacteria Geobacter sulfurreducens, which naturally conduct electricity and are highly stable in natural environments.

  • This innovation significantly reduces power consumption, requiring only one-tenth of the voltage and one-hundredth of the power of traditional artificial neurons, making it ideal for low-power and implantable devices.

  • The core breakthrough involves a memristor built from these bio-synthesized nanowires, which greatly lowers voltage and energy needs compared to previous models.

  • Such advancements open new possibilities for brain-machine interfaces, neural monitoring, and medical technologies that can seamlessly integrate with human neural systems.

  • Experimental tests have shown the artificial neuron can connect to living human heart cells, successfully reading and responding to cellular activity, demonstrating its potential for medical applications.

  • The device has been used to monitor physiological changes in real-time, such as detecting increased activity in cardiac tissue after norepinephrine administration.

  • This technology holds promise for wearable electronics, prosthetics, personalized medicine, and biohybrid systems, enabling devices that can learn and adapt like living tissues.

  • Designed to communicate via chemical and electrical signals similar to natural neurons, these artificial neurons could directly interact with human brains to repair neural circuits damaged by diseases like Alzheimer's.

  • The low-voltage operation reduces the need for signal amplification in neural interfaces, facilitating more efficient, real-time brain-machine communication.

  • Built around a memristor in a resistor-capacitor circuit, the artificial neuron can perform key neural functions such as charge integration, depolarization, and repolarization, mimicking real neural activity.

  • These neurons respond to biochemical signals and generate action potentials by simulating ion flow and filament formation, enabling interaction with living tissue such as cardiac cells.

  • Operating at 0.1 volts, these synthetic neurons match natural neuronal signals, preventing overload and signal distortion, and addressing previous issues of high power consumption.

Summary based on 4 sources


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