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<p>Cryogenic electronic circuits are crucial for interfacing and controlling scalable quantum computing platforms at millikelvin temperatures, yet face stringent thermal constraints demanding ultra-low power operation. Neuromorphic circuits, emulating the spiking behavior of biological neurons, offer solution for achieving energy-efficient electronics under these conditions. Here, we report the gate-controlled negative differential resistance (NDR) in silicon carbide (SiC) metal-oxide-semiconductor field-effect transistors (MOSFETs). This NDR effect, arising from electron-donor impact ionization (EDII) in SiC MOSFET, achieves on/off current ratio over 10<sup>7</sup>. Meanwhile, the behavior of NDR can be fully controlled by the gate voltage of the MOSFET. Leveraging this gate-controlled NDR, we demonstrate programmable cryogenic spiking neuromorphic circuits, including sensory, logic, and integrate-and-fire neurons, with functionality tuned by gate or drain voltages. The established manufacturability of SiC technology highlights the potential of this approach for scalable integration in cryogenic systems for sensing, computing, and quantum information.</p>

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Cryogenic neuromorphic circuits using gate-controlled negative differential resistance in silicon carbide

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年3月23日

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  • Xin Yang,
  • Matthew Porter,
  • Yuan Qin,
  • Zineng Yang,
  • Hehe Gong,
  • Liyang Jin,
  • Zichen Xi,
  • Han Wang,
  • Liyan Zhu,
  • Yuhao Zhang,
  • Linbo Shao

摘要

Cryogenic electronic circuits are crucial for interfacing and controlling scalable quantum computing platforms at millikelvin temperatures, yet face stringent thermal constraints demanding ultra-low power operation. Neuromorphic circuits, emulating the spiking behavior of biological neurons, offer solution for achieving energy-efficient electronics under these conditions. Here, we report the gate-controlled negative differential resistance (NDR) in silicon carbide (SiC) metal-oxide-semiconductor field-effect transistors (MOSFETs). This NDR effect, arising from electron-donor impact ionization (EDII) in SiC MOSFET, achieves on/off current ratio over 107. Meanwhile, the behavior of NDR can be fully controlled by the gate voltage of the MOSFET. Leveraging this gate-controlled NDR, we demonstrate programmable cryogenic spiking neuromorphic circuits, including sensory, logic, and integrate-and-fire neurons, with functionality tuned by gate or drain voltages. The established manufacturability of SiC technology highlights the potential of this approach for scalable integration in cryogenic systems for sensing, computing, and quantum information.