Advanced Neuromorphic Applications Enabled by Synaptic Ion-Gating Vertical Transistors

被引:9
|
作者
Merces, Leandro [1 ]
Ferro, Leticia Marie Minatogau [1 ]
Nawaz, Ali [2 ]
Sonar, Prashant [3 ,4 ]
机构
[1] Tech Univ Chemnitz, Res Ctr Mat Architectures & Integrat Nanomembranes, D-09126 Chemnitz, Germany
[2] Bruno Kessler Fdn FBK, Ctr Sensors & Devices, I-38123 Trento, Italy
[3] Queensland Univ Technol QUT, Sch Chem & Phys, Brisbane, Qld 4000, Australia
[4] Queensland Univ Technol, Ctr Mat Sci, 2 George St, Brisbane, Qld 4000, Australia
基金
巴西圣保罗研究基金会; 澳大利亚研究理事会;
关键词
artificial synapses; brain-inspired; electrochemical; field effects; human-machine interfacing; multi-modal; sensors; ORGANIC ELECTROCHEMICAL TRANSISTOR; FIELD-EFFECT TRANSISTORS; MEMORY; PERFORMANCE; PAIN; PLASTICITY; SYNAPSES; DEVICE; PHOTOTRANSISTORS; NOCICEPTORS;
D O I
10.1002/advs.202305611
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Bioinspired synaptic devices have shown great potential in artificial intelligence and neuromorphic electronics. Low energy consumption, multi-modal sensing and recording, and multifunctional integration are critical aspects limiting their applications. Recently, a new synaptic device architecture, the ion-gating vertical transistor (IGVT), has been successfully realized and timely applied to perform brain-like perception, such as artificial vision, touch, taste, and hearing. In this short time, IGVTs have already achieved faster data processing speeds and more promising memory capabilities than many conventional neuromorphic devices, even while operating at lower voltages and consuming less power. This work focuses on the cutting-edge progress of IGVT technology, from outstanding fabrication strategies to the design and realization of low-voltage multi-sensing IGVTs for artificial-synapse applications. The fundamental concepts of artificial synaptic IGVTs, such as signal processing, transduction, plasticity, and multi-stimulus perception are discussed comprehensively. The contribution draws special attention to the development and optimization of multi-modal flexible sensor technologies and presents a roadmap for future high-end theoretical and experimental advancements in neuromorphic research that are mostly achievable by the synaptic IGVTs. Replicating the human brain functions using electronics is not an easy feat. In this review article, L. Merces, P. Sonar, and coauthors outline the pioneering advancements and central concepts of synaptic ion-gating vertical transistors toward improved signal processing, transduction, plasticity, and multi-stimulus perception. These aspects provide a new vista for the development of low-voltage multi-modal synaptic networks for high-end brain-inspired bioelectronic applications. image
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页数:37
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