具有双语可塑性的低温多晶硅薄膜突触晶体管用于神经形态计算

Nian Duan, Yi Li, X. Miao, Hsiao-Cheng Chiang, T. Chang
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引用次数: 1

摘要

本文报道了一种基于双栅低温多晶硅(LTPS)薄膜晶体管(TFT)的人工突触。用简单的电脉冲刺激方法成功地实现了双语突触的基本行为,包括兴奋性突触后电流(EPSC)和抑制性突触后电流(IPSC)。最重要的是,兴奋性和抑制性反应的强度可以通过作为调制终端的底部栅极的电偏差来控制。这些结果表明,成熟的主流TFT技术在新兴的非冯诺依曼神经形态计算领域可以发挥其特殊的基础作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low Temperature Polycrystalline Silicon Thin Film Synaptic Transistor with Bilingual Plasticity for Neuromorphic Computing
This work reports an artificial synapse based on the dual-gate low temperature polycrystalline silicon (LTPS) thin film transistor (TFT). Basic bilingual synaptic behaviors including excitatory postsynaptic current (EPSC) and inhibitory postsynaptic current (IPSC) have been successfully realized by simple means of electric pulse stimulation. Most importantly, the strength of the excitatory and inhibitory responses can be controlled by the electrical biases at the bottom gate, which severs as a modulatory terminal. These results indicate the mature mainstream TFT technology could find its special fundamental role in the emerging non von Neumann neuromorphic computing field.
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