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基于钙钛矿/有机半导体的光子突触晶体管用于人工视觉系统。

Perovskite/Organic Semiconductor-Based Photonic Synaptic Transistor for Artificial Visual System.

机构信息

Interdisciplinary Materials Research Center, School of Materials Science and Engineering, Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai 201804, P. R. China.

Key Laboratory of Advanced Display and System Application, Ministry of Education, Shanghai University, Shanghai 200072, P. R. China.

出版信息

ACS Appl Mater Interfaces. 2020 Sep 2;12(35):39487-39495. doi: 10.1021/acsami.0c10851. Epub 2020 Aug 20.

Abstract

Artificial visual system with information sensing, processing, and memory function is promoting the development of artificial intelligence techniques. Photonic synapse as an essential component can enhance the visual information processing efficiency owing to the high propagation speed, low latency, and large bandwidth. Herein, photonic synaptic transistors based on organic semiconductor poly[2,5-(2-octyldodecyl)-3,6-diketopyrrolopyrrole-alt-5,5-(2,5-di(thien-2-yl)thieno [3,2-b]thiophene)] (DPPDTT) and perovskite CsPbBr quantum dots are fabricated by a simple solution process. The device can simulate fundamental synaptic behaviors, including excitatory postsynaptic current, pair-pulse facilitation, the transition of short-term memory to long-term memory, and "learning experience" behavior. Combining the advantages of the high photosensitivity of perovskites and relatively high conductivity of DPPDTT, the device can exhibit excellent synaptic performances at a low voltage of -0.2 V. Even under an ultralow operation voltage of -0.0005 V, the device can still show obvious synaptic responses. Tunable synaptic integration behaviors including "AND" and "OR" light logic functions can be realized. An artificial visual system is successfully emulated by illuminating the synaptic arrays employing light of different densities. Therefore, low-voltage synaptic devices based on organic semiconductor and CsPbBr quantum dots with a simple fabrication technique present high potential to mimic human visual memory.

摘要

具有信息感知、处理和存储功能的人工视觉系统正在推动人工智能技术的发展。光突触作为一种必不可少的组件,可以通过提高传播速度、降低延迟和增加带宽来提高视觉信息处理效率。在此,通过简单的溶液处理方法,制备了基于有机半导体聚[2,5-(2-辛基十二烷基)-3,6-二酮基吡咯并吡咯并[3,4-c]吡咯-1,4(2H,5H)-二酮]--alt-5,5-(2,5-二(噻吩-2-基)噻吩[3,2-b]噻吩)](DPPDTT)和钙钛矿 CsPbBr 量子点的光子突触晶体管。该器件可以模拟基本的突触行为,包括兴奋性突触后电流、成对脉冲易化、短期记忆向长期记忆的转变,以及“学习经验”行为。结合钙钛矿的高光灵敏度和 DPPDTT 相对较高的电导率的优势,该器件在低至-0.2 V 的电压下即可表现出优异的突触性能。即使在超低工作电压-0.0005 V 下,该器件仍能表现出明显的突触响应。可以实现可调谐的突触整合行为,包括“与”和“或”光逻辑功能。通过用不同密度的光照射突触阵列,成功模拟了人工视觉系统。因此,具有简单制造技术的基于有机半导体和 CsPbBr 量子点的低压突触器件具有模拟人类视觉记忆的巨大潜力。

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