{"title":"用于神经形态应用的低压 ITO 凹陷突触晶体管","authors":"Pengfei Chen;Wei Dou;Yuling Peng;Xiaodong Xu;Yingjie Ai;Weichang Zhou;Dongsheng Tang","doi":"10.1109/LED.2024.3448367","DOIUrl":null,"url":null,"abstract":"Herein, thin-film transistors (TFT) with ITO as the n-channel active layer were prepared on transparent substrates by magnetron sputtering at room temperature. The use of chitosan with an electric-double-layer (EDL) effect as the gate dielectric enabled low power consumption. The relaxation phenomenon induced by ion migration was effectively utilized, enabling ITO synaptic transistors to emulate various synaptic behaviors, including excitatory postsynaptic currents (EPSC) and inhibitory postsynaptic currents (IPSC), paired pulse depression (PPD), long term depression (LTD), and short term memory (STM) to long term memory (LTM) transition, highlight the potential of ITO thin film transistors in emulating complex neural processes. Additionally, the devices display frequency dependent capacitance characteristics, indicating suitability for low-pass filter applications in signal processing. The ITO thin film synaptic transistors with paired pulse depressed behavior represent a promising potential for advancing neuromorphic computing systems, offering avenues for further research and development in synaptic bionics, emulating human learning and memory, and neural chips.","PeriodicalId":13198,"journal":{"name":"IEEE Electron Device Letters","volume":"45 10","pages":"1863-1866"},"PeriodicalIF":4.1000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Low-Voltage ITO Depressed Synaptic Transistors for Neuromorphic Application\",\"authors\":\"Pengfei Chen;Wei Dou;Yuling Peng;Xiaodong Xu;Yingjie Ai;Weichang Zhou;Dongsheng Tang\",\"doi\":\"10.1109/LED.2024.3448367\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Herein, thin-film transistors (TFT) with ITO as the n-channel active layer were prepared on transparent substrates by magnetron sputtering at room temperature. The use of chitosan with an electric-double-layer (EDL) effect as the gate dielectric enabled low power consumption. The relaxation phenomenon induced by ion migration was effectively utilized, enabling ITO synaptic transistors to emulate various synaptic behaviors, including excitatory postsynaptic currents (EPSC) and inhibitory postsynaptic currents (IPSC), paired pulse depression (PPD), long term depression (LTD), and short term memory (STM) to long term memory (LTM) transition, highlight the potential of ITO thin film transistors in emulating complex neural processes. Additionally, the devices display frequency dependent capacitance characteristics, indicating suitability for low-pass filter applications in signal processing. The ITO thin film synaptic transistors with paired pulse depressed behavior represent a promising potential for advancing neuromorphic computing systems, offering avenues for further research and development in synaptic bionics, emulating human learning and memory, and neural chips.\",\"PeriodicalId\":13198,\"journal\":{\"name\":\"IEEE Electron Device Letters\",\"volume\":\"45 10\",\"pages\":\"1863-1866\"},\"PeriodicalIF\":4.1000,\"publicationDate\":\"2024-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Electron Device Letters\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10643954/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Electron Device Letters","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10643954/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
摘要
在此,通过磁控溅射法在室温下在透明衬底上制备了以 ITO 为 n 沟道活性层的薄膜晶体管 (TFT)。使用具有双电层效应(EDL)的壳聚糖作为栅极电介质可实现低功耗。离子迁移引起的弛豫现象得到了有效利用,从而使 ITO 突触晶体管能够模拟各种突触行为,包括兴奋性突触后电流(EPSC)和抑制性突触后电流(IPSC)、成对脉冲抑制(PPD)、长期抑制(LTD)以及从短期记忆(STM)到长期记忆(LTM)的转变,凸显了 ITO 薄膜晶体管在模拟复杂神经过程方面的潜力。此外,这些器件还显示出与频率相关的电容特性,表明其适用于信号处理中的低通滤波器应用。具有成对脉冲抑制行为的 ITO 薄膜突触晶体管代表了推进神经形态计算系统的巨大潜力,为突触仿生学、模拟人类学习和记忆以及神经芯片的进一步研究和开发提供了途径。
Low-Voltage ITO Depressed Synaptic Transistors for Neuromorphic Application
Herein, thin-film transistors (TFT) with ITO as the n-channel active layer were prepared on transparent substrates by magnetron sputtering at room temperature. The use of chitosan with an electric-double-layer (EDL) effect as the gate dielectric enabled low power consumption. The relaxation phenomenon induced by ion migration was effectively utilized, enabling ITO synaptic transistors to emulate various synaptic behaviors, including excitatory postsynaptic currents (EPSC) and inhibitory postsynaptic currents (IPSC), paired pulse depression (PPD), long term depression (LTD), and short term memory (STM) to long term memory (LTM) transition, highlight the potential of ITO thin film transistors in emulating complex neural processes. Additionally, the devices display frequency dependent capacitance characteristics, indicating suitability for low-pass filter applications in signal processing. The ITO thin film synaptic transistors with paired pulse depressed behavior represent a promising potential for advancing neuromorphic computing systems, offering avenues for further research and development in synaptic bionics, emulating human learning and memory, and neural chips.
期刊介绍:
IEEE Electron Device Letters publishes original and significant contributions relating to the theory, modeling, design, performance and reliability of electron and ion integrated circuit devices and interconnects, involving insulators, metals, organic materials, micro-plasmas, semiconductors, quantum-effect structures, vacuum devices, and emerging materials with applications in bioelectronics, biomedical electronics, computation, communications, displays, microelectromechanics, imaging, micro-actuators, nanoelectronics, optoelectronics, photovoltaics, power ICs and micro-sensors.