Yang Jing, Hu Lingxiang, Shen Liufeng, Wang Jingrui, Cheng Peihong, Lu Huanming, Zhuge Fei, Ye Zhizhen
Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, China.
Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100029, China.
Fundam Res. 2022 Jul 25;4(1):158-166. doi: 10.1016/j.fmre.2022.06.019. eCollection 2024 Jan.
Artificial vision is crucial for most artificial intelligence applications. Conventional artificial visual systems have been facing challenges in terms of real-time information processing due to the physical separation of sensors, memories, and processors, which results in the production of a large amount of redundant data as well as the data conversion and transfer between these three components consuming most of the time and energy. Emergent optoelectronic memristors with the ability to realize integrated sensing-computing-memory (ISCM) are key candidates for solving such challenges and therefore attract increasing attention. At present, the memristive ISCM devices can only perform primary-level computing with external light signals due to the fact that only monotonic increase of memconductance upon light irradiation is achieved in most of these devices. Here, we propose an all-optically controlled memristive ISCM device based on a simple structure of Au/ZnO/Pt with the ZnO thin film sputtered at pure Ar atmosphere. This device can perform advanced computing tasks such as nonvolatile neuromorphic computing and complete Boolean logic functions only by light irradiation, owing to its ability to reversibly tune the memconductance with light. Moreover, the device shows excellent operation stability ascribed to a purely electronic memconductance tuning mechanism. Hence, this study is an important step towards the next generation of artificial visual systems.
人工视觉对大多数人工智能应用至关重要。传统的人工视觉系统由于传感器、存储器和处理器的物理分离,在实时信息处理方面一直面临挑战,这导致产生大量冗余数据,以及这三个组件之间的数据转换和传输消耗了大部分时间和能量。具有实现集成传感-计算-存储(ISCM)能力的新兴光电忆阻器是解决此类挑战的关键候选者,因此受到越来越多的关注。目前,由于大多数此类忆阻式ISCM器件仅在光照下实现忆导单调增加,它们只能利用外部光信号执行初级计算。在此,我们基于在纯氩气氛中溅射ZnO薄膜的简单Au/ZnO/Pt结构,提出一种全光控忆阻式ISCM器件。该器件能够通过光照可逆地调节忆导,因此仅通过光照就能执行诸如非易失性神经形态计算和完成布尔逻辑功能等高级计算任务。此外由于纯电子忆导调节机制,该器件表现出优异的运行稳定性。因此,本研究是迈向新一代人工视觉系统的重要一步。