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Artificial synapse based on low-voltage Ni-doped CuI thin-film transistors for neuromorphic application.

Authors :
Peng, Yuling
Dou, Wei
Chen, Pengfei
Xu, Xiaodong
Jiang, Guanggang
Deng, Pufan
Zhang, Nenghui
Yin, Yanling
Peng, Yuehua
Tang, Dongsheng
Source :
Applied Physics Letters. 8/26/2024, Vol. 125 Issue 9, p1-8. 8p.
Publication Year :
2024

Abstract

Inspired by the human brain's capacity as a powerful biological computer capable of simultaneously processing a vast array of cognitive tasks, many emerging artificial synapse devices have been developed in recent years. Electric-double-layer (EDL) transistors based on interfacial ion-modulation have attracted widespread attention for simulating synaptic plasticity and neural functions. Here, low-voltage EDL p-type thin-film transistors (TFTs) are fabricated on glass substrates, with Ni-doped cuprous iodide (Ni0.06Cu0.94I) as the channel and chitosan as the dielectric. The electrical performance of the Ni0.06Cu0.94I TFTs is investigated: current on/off ratio of 6.4 × 104, subthreshold swing of 33 mV/dec, threshold voltage of 1.38 V, operating voltage of 2 V, and saturation field-effect mobility of 15.75 cm2 V−1 s−1. A dual in-plane gate OR logic operation is demonstrated. Importantly, by applying single voltage pulses, dual voltage pulses, and multiple voltage pulses to the gate, the Ni0.06Cu0.94I transistors exhibited typical synaptic characteristics, including short-term potentiation, short-term depression, long-term potentiation, long-term depression, paired-pulse facilitation, and spiking-rate-dependent plasticity. Furthermore, the synaptic transistor can also simulate the learning–forgetting–relearning process of the human brain. These remarkable behaviors of voltage-stimulated synaptic transistors have potential for neuromorphic applications in future artificial systems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00036951
Volume :
125
Issue :
9
Database :
Academic Search Index
Journal :
Applied Physics Letters
Publication Type :
Academic Journal
Accession number :
179372758
Full Text :
https://doi.org/10.1063/5.0219857