模仿双向抑制性突触使用有孔封闭离子记忆器与电解质/Tris ((4-氨基) 胺神经递质
Kang Chen1, Keyuan Pan2, Shang He1
1School of Materials Science and Engineering, Xiangtan University, North Second Ring Road, Yuhu, Xiangtan, Hunan, 411105, China.
Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|March 14, 2024
概括
研究人员开发了一种新型的人工突触,模仿抑制性-抑制性神经连接. 神经形态计算的这一突破为先进的人工智能应用提供了稳定的长期内存.
科学领域:
- 材料科学 材料科学 材料科学
- 神经科学是一个神经科学.
- 计算机工程 计算机工程
背景情况:
- 离子memristors对于神经形态技术至关重要,模拟生物突触.
- 现有的研究主要集中在激发性-激发性和激发性-抑制性突触行为.
- 开发具有抑制-抑制突触行为的memristors是一个重大挑战.
研究的目的:
- 为了证明第一个表现出双轴抑制行为的人工突触.
- 探索离子记忆器对于完全抑制性突触器件的潜力.
- 通过新的突触模拟来推进神经形态计算能力.
主要方法:
- 固体电解质和结合微孔聚合物双层装置的制造.
- 利用双层作为神经递质,用电解质作为离子储,用聚合物作为受限运输.
- 研究纳米裂内的离子迁移,捕获和解锁,以诱导突触可塑性.
主要成果:
- 人工突触在积极和消极刺激下表现出抑制性突触可塑性.
- 在多次刺激后,该设备在约60分钟内表现出稳定的非易失性记忆.
- 突触显示了特征推理和训练能力,这与神经形态计算中的神经节点有关.
结论:
- 这项工作提出了一种可靠的策略,用于创建纳米通道离子记忆材料.
- 开发的设备成功模拟了抑制-抑制的突触行为.
- 这项研究为构建用于先进神经形态应用的完全抑制性突触装置铺平了道路.
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