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浮栅型场效应晶体管中共轭聚合物沟道层的双极性调节:从易失性存储器到人工突触。

Tuning Ambipolarity of the Conjugated Polymer Channel Layers of Floating-Gate Free Transistors: From Volatile Memories to Artificial Synapses.

机构信息

Department of Chemical Engineering, National Taiwan University, Taipei, 10617, Taiwan.

Department of Materials Science and Engineering, Tokyo Institute of Technology, 2-12-1 Ookayama, Meguro-ku, Tokyo, 152-8552, Japan.

出版信息

Adv Sci (Weinh). 2022 Nov;9(31):e2203025. doi: 10.1002/advs.202203025. Epub 2022 Aug 19.

Abstract

Three-terminal synaptic transistor has drawn significant research interests for neuromorphic computation due to its advantage of facile device integrability. Lately, bulk-heterojunction-based synaptic transistors with bipolar modulation are proposed to exempt the use of an additional floating gate. However, the actual correlation between the channel's ambipolarity, memory characteristic, and synaptic behavior for a floating-gate free transistor has not been investigated yet. Herein, by studying five diketopyrrolopyrrole-benzotriazole dual-acceptor random conjugated polymers, a clear correlation among the hole/electron ratio, the memory retention characteristic, and the synaptic behavior for the polymer channel layer in a floating-gate free transistor is described. It reveals that the polymers with balanced ambipolarity possess better charge trapping capabilities and larger memory windows; however, the high ambipolarity results in higher volatility of the memory characteristics, namely poor memory retention capability. In contrast, the polymer with a reduced ambipolarity possesses an enhanced memory retention capability despite showing a reduced memory window. It is further manifested that this enhanced charge retention capability enables the device to present artificial synaptic characteristics. The results highlight the importance of the channel's ambipolarity of floating-gate free transistors on the resultant volatile memory characteristics and synaptic behaviors.

摘要

三端突触晶体管由于其易于器件集成的优势,引起了神经形态计算的研究兴趣。最近,基于体异质结的具有双极调制的突触晶体管被提出,以避免使用额外的浮栅。然而,对于无浮栅晶体管,通道的双极性、存储特性和突触行为之间的实际相关性尚未得到研究。在此,通过研究五个二酮吡咯并吡咯-苯并三氮唑双受体随机共轭聚合物,描述了无浮栅晶体管中聚合物沟道层的空穴/电子比、存储保持特性和突触行为之间的清晰相关性。结果表明,具有平衡双极性的聚合物具有更好的电荷俘获能力和更大的存储窗口;然而,高双极性会导致存储特性的挥发性更高,即存储保持能力差。相比之下,具有降低双极性的聚合物尽管存储窗口较小,但具有增强的存储保持能力。进一步表明,这种增强的电荷保持能力使器件呈现出人工突触特性。研究结果强调了无浮栅晶体管通道双极性对挥发性存储特性和突触行为的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/54f6/9631064/3e31faa82ce8/ADVS-9-2203025-g005.jpg

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