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来自功能化脂质膜的生物分子神经晶体
Michelle Makhoul Mansour1, Joshua J Maraj1, Robert Jordan Pyron2,3
1Department of Mechanical, Aerospace and Biomedical Engineering, University of Tennessee, Knoxville, 37996, TN, USA.
概括
研究人员开发了一种使用单个生物分子膜的超低功率人工神经电阻器. 这种单一设备的方法简化了高效,无晶体管的尖端神经网络的制造.
科学领域:
- 生物分子工程 生物分子工程
- 神经系统启发的计算
- 材料科学 材料科学 材料科学
背景情况:
- 神经电阻模仿生物神经元进行高效的信号处理,但通常需要复杂的电路.
- 现有的神经电阻设计面临着制造,尺寸,功耗和成本方面的挑战.
研究的目的:
- 通过功能化的脂质膜来演示单个设备的人工神经istor.
- 探索生物分子膜在无晶体管尖端神经网络中的潜力.
主要方法:
- 用电压激活来功能化的5纳米厚的脂质膜的制造.
- 在直流电流刺激下表达膜的电特性.
- 分析电压振荡和作用电位的产生.
主要成果:
- 单膜装置的功能是作为一个双终端,超低功率 (fW-pW) 人工神经istor.
- 生物分子膜在对直流电流 (5-40 pA) 的反应中产生静态电压振荡 (10-150 mV).
- 通过不同的物理机制观察到两种不同类型的作用电位 (快速~1-50毫秒和缓慢~1-2秒).
结论:
- 工程生物膜为神经形态硬件提供固有的多功能性和模块化.
- 这种单个设备的神经电阻在创建紧,高效和低功耗的人工神经元方面取得了重大进展.
- 这些发现有助于开发用于新兴计算架构的离子和生物分子设备.
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