无机材料学报 ›› 2023, Vol. 38 ›› Issue (4): 429-436.DOI: 10.15541/jim20220594 CSTR: 32189.14.10.15541/jim20220594
所属专题: 【信息功能】忆阻器材料与器件(202506)
• 专栏:神经形态材料与器件(特邀编辑:万青) • 上一篇 下一篇
收稿日期:2022-10-11
									
				
											修回日期:2022-11-08
									
				
									
				
											出版日期:2023-04-20
									
				
											网络出版日期:2023-04-18
									
			通讯作者:
					蒋杰, 副教授. E-mail: jiangjie@csu.edu.cn作者简介:李彦冉(1996-), 女, 博士研究生. E-mail: 222201001@csu.edu.cn
				
							基金资助:
        
               		LI Yanran( ), XIE Dingdong, JIANG Jie(
), XIE Dingdong, JIANG Jie( )
)
			  
			
			
			
                
        
    
Received:2022-10-11
									
				
											Revised:2022-11-08
									
				
									
				
											Published:2023-04-20
									
				
											Online:2023-04-18
									
			Contact:
					JIANG Jie, associate professor. E-mail: jiangjie@csu.edu.cnAbout author:LI Yanran (1996-), female, PhD candidate. E-mail: 222201001@csu.edu.cn				
							Supported by:摘要:
多级痛觉感知对于生物避免外界伤害刺激具有十分重要的意义。本工作以海藻酸钠生物聚合物作为离子耦合栅介质, 成功制备了5×5无结痛觉感知晶体管阵列。该器件能够在低电压下(2 V)正常工作, 且具有较大的电流开关比(>104)以及开态电流(>10 μA)。这种器件不仅能模拟突触的重要功能, 如兴奋性突触后电流、双脉冲易化、动态滤波等, 而且还成功模拟了痛觉神经网络的多级空间感知敏化特性。构建该网络系统为下一代神经形态类脑系统应用提供了新的途径。
中图分类号:
李彦冉, 谢叮咚, 蒋杰. 离子氧化物晶体管阵列多级痛觉敏化仿生研究[J]. 无机材料学报, 2023, 38(4): 429-436.
LI Yanran, XIE Dingdong, JIANG Jie. Bionic Research on Multistage Pain Sensitization Based on Ionic Oxide Transistor Array[J]. Journal of Inorganic Materials, 2023, 38(4): 429-436.
 
																													图1 (a)器件结构及其测试过程示意图, 单个器件的(b)转移曲线及其(c)输出曲线
Fig. 1 (a) Diagram of device structure and test process, (b) transfer curve and (c) corresponding output curve of single transistor
 
																													图2 (a)生物突触示意图, 由突触前尖峰(脉冲高度: 2.10 V, 脉冲宽度: 10 ms)触发的(b)EPSC和(c)PPF, (d)PPF指数拟合, 和(e)在不同刺激频率下(2~50 Hz)的EPSC的响应
Fig. 2 (a) Schematic image of a biological synapse, (b) EPSC and (c) PPF triggered by a presynaptic spike with amplitude at 2.10 V, duration at 10 ms, (d) PPF index fitting, and (e) EPSCs recorded in response to the different stimulus train with frequency ranging from 2 Hz to 50 Hz
 
																													图3 疼痛感知神经元表征
Fig. 3 Characteristics of the artificial painful perceptual neuron (a) Structural diagram of painful perceptual neuron; (b) EPSC response by the device applying ten electrical pulses with 10 ms pulse width and different pulse amplitudes from 1.30 V to 4.00 V,which cannot reach threshold current (Ith = 1 µA) until the pulse amplitude up to 2.64 V; (c) Fitting curve of pain threshold voltage; (d) EPSC output by the device with fixed pulse amplitude (2.10 V) and the width increasing from 10 ms to 400 ms; (e) Response of device to continuous multiple pulses with different amplitudes; (f) Fitting for response of device to continuous multiple pulses with different amplitudes (2.00, 2.20, 3.00 and 3.60 V); Colorful figures are available on website
| Voltage/V | Y0 /μA | Q1/μA | Q2/μA | q1/s | q2/s | 
|---|---|---|---|---|---|
| 3.60 | 7.38 | -2.89 | -2.26 | 0.07 | 0.86 | 
| 3.00 | 4.43 | -1.79 | -1.31 | 0.06 | 0.68 | 
| 2.20 | 1.25 | -0.35 | -0.31 | 0.04 | 0.62 | 
| 2.00 | 0.95 | -0.22 | -0.29 | 0.03 | 0.42 | 
表1 图3(f)中不同参数的拟合结果
Table 1 Fitting results of different parameters in Fig. 3(f)
| Voltage/V | Y0 /μA | Q1/μA | Q2/μA | q1/s | q2/s | 
|---|---|---|---|---|---|
| 3.60 | 7.38 | -2.89 | -2.26 | 0.07 | 0.86 | 
| 3.00 | 4.43 | -1.79 | -1.31 | 0.06 | 0.68 | 
| 2.20 | 1.25 | -0.35 | -0.31 | 0.04 | 0.62 | 
| 2.00 | 0.95 | -0.22 | -0.29 | 0.03 | 0.42 | 
 
																													图4 痛觉感受器网络及其痛觉感知和敏化功能
Fig. 4 Nooceptor network and its pain perception and sensitization function (a) Schematic diagram of the junctionless transistor array used to construct the nociceptor network; (b) Transfer curves of channel C1 corresponding to 5 different grate positions; (c) Statistical results of Ion and VTH corresponding to the different gates; (d) EPSC response at different grate positions corresponding to C1 under fixed grate voltage (VGS=1.80 V); (e) EPSC response of five channels (C1-C5) corresponding to five different grid positions (G1-G5); Colorful figures are available on website
 
																													图5 4.00 V和2.20 V的脉冲序列分别加在栅极(a)G1, (b)G2, (c)G3, (d)G4, (e)G5上所得到的EPSC的响应(两个连续刺激序列的时间间隔为0.01、1.00和10.00 s); (f)敏化度Z(B2/B1)和栅极位置及脉冲序列间隔时间之间的关系;两次脉冲序列不同时间间隔((g) 0.01, (h)1.00, (i)10.00 s), 敏化度Z和阵列中栅极位置之间的关系
Fig. 5 Response of EPSC with two pulse sequence (4.00 and 2.20 V) applied in (a) G1, (b) G2, (c) G3, (d) G4, and (e) G5; (f) Relationship between sensitization Z and gate position and pulse sequence interval; (g-i) Relationship between sensitization Z(B2/B1) and gate position in the array at different time intervals ((g) 0.01s, (h) 1.00 s, (i) 10.00 s)
| Position | Z0/% | N0/% | τ/s | 
|---|---|---|---|
| G1 | 19.08 | 21.90 | 2.02 | 
| G2 | 15.60 | 8.53 | 1.32 | 
| G3 | 11.28 | 8.20 | 1.55 | 
| G4 | 8.72 | 5.08 | 1.60 | 
| G5 | 8.00 | 4.03 | 1.13 | 
表2 图5(f)中不同参数的拟合结果
Table 2 Fitting results of different parameters in Fig. 5(f)
| Position | Z0/% | N0/% | τ/s | 
|---|---|---|---|
| G1 | 19.08 | 21.90 | 2.02 | 
| G2 | 15.60 | 8.53 | 1.32 | 
| G3 | 11.28 | 8.20 | 1.55 | 
| G4 | 8.72 | 5.08 | 1.60 | 
| G5 | 8.00 | 4.03 | 1.13 | 
| [1] | BASBAUM A I, BAUTISTA D M, SCHERRER G, et al. Cellular and molecular mechanisms of pain. Cell, 2009,  139(2):267. DOI PMID | 
| [2] | CORTELLI P, GIANNINI G, FAVONI V, et al. Nociception and autonomic nervous system. Neurological Sciences, 2013, 34(1):41. | 
| [3] | RAJA S N, CARR D B, COHEN M, et al. The revised international association for the study of pain definition of pain: concepts, challenges, and compromises. Pain, 2020,  161(9): 1976. DOI URL | 
| [4] | TRACEY J R, DANIEL W. Nociception. Current Biology, 2017,  27(4):129. DOI PMID | 
| [5] | LI Y, YIN K, JIANG J, et al. A biopolymer-gated ionotronicjunctionless oxide transistor array for spatiotemporal pain-perception emulation in nociceptor network. Nanoscale, 2022,  14(6):2316. DOI URL | 
| [6] | LI F, GAO S, LU Y, et al. Bio-inspired multi-mode pain-perceptual system (MMPPS) with noxious stimuli warning, damage localization, and enhanced damage protection. Advanced Science, 2021,  8(10):2004208. DOI URL | 
| [7] | LU Q, SUN F, LIU L, et al. Bio-inspired flexible artificial synapses for pain perception and nerve injuries. npj Flexible Electronics, 2020, 4: 3. | 
| [8] | KUMAR M, KIM H S, KIM J. A highly transparent artificial photonic nociceptor. Advanced Materials, 2019, 31(19):e1900021. | 
| [9] | GE J, ZHANG S, LIU Z, et al. Flexible artificial nociceptor using a biopolymer-based forming-free memristor. Nanoscale, 2019,  11(14):6591. DOI PMID | 
| [10] | WANG C, LIANG S, WANG S, et al. Gate-tunable van der waals heterostructure for reconfigurable neural network vision sensor. Science Advances, 2020,  6(26):eaba6173. DOI URL | 
| [11] | CHEN Y, SHU Z, ZHANG S, et al. Sub-10 nm fabrication: methods and applications. International Journal of Extreme Manufacturing, 2021,  3(3):032002. DOI | 
| [12] | XIE D, YIN K, JANG J, et al. Polarization-perceptual anisotropic two-dimensional ReS2 neuro-transistor with reconfigurable neuromorphic vision. Materials Horizons, 2022,  9(5):1448. DOI URL | 
| [13] | YUKIHIRO K, YU N, MICHIHITO U. Ferroelectric artificial synapses for recognition of a multishaded image. IEEE Transactions on Electron Devices, 2014,  61(8):2827. DOI URL | 
| [14] | JIANG J, GUO J, WAN X, et al. 2D MoS2 neuromorphic devices for brain-like computational systems. Small, 2017,  13(29):1700933. DOI URL | 
| [15] | JANG J, HU W, XIE D, et al. 2D electric-double-layer phototransistor for photoelectronic and spatiotemporal hybrid neuromorphic integration. Nanoscale, 2019,  11(3):1360. DOI PMID | 
| [16] | LUO C, KUNER T, KUNER R. Synaptic plasticity in pathological pain. Trends in Neurosciences, 2014,  37(6):343. DOI PMID | 
| [17] | CHANG Y, SHAN K, XU Y, et al. Hardware implementation of photoelectrically modulated dendritic arithmetic and spike-timing-dependent plasticity enabled by an ion-coupling gate-tunable vertical 0D-perovskite/2D-MoS2 hybrid-dimensional van der Waals heterostructure. Nanoscale, 2020,  12(42):21798. DOI URL | 
| [18] | WANG Y Q, WANG J, XIA S H, et al. Neuropathic pain generates silent synapses in thalamic projection to anterior cingulate cortex. Pain, 2021,  162(5):1322. DOI PMID | 
| [19] | HU W, JIANG J, XIE D, et al. Proton-electron-coupled MoS2 synaptic transistors with a natural renewable biopolymer neurotransmitter for brain-inspired neuromorphic learning. Journal of Materials Chemistry C, 2019,  7(3):682. DOI URL | 
| [20] | XIE D, JING J, HU W, et al. Coplanar multigate MoS2 electric-double-layer transistors for neuromorphic visual recognition. ACS Appled Materials Interfaces, 2018, 10(31):25943. | 
| [21] | CITRI A, MALENKA R C. Synaptic plasticity: multiple forms, functions, and mechanisms. Neuropsychopharmacology, 2008,  33(1):18. DOI PMID | 
| [22] | FENG G, JIANG J, ZHAO Y, et al. A sub-10 nm vertical organic/ inorganic hybrid transistor for pain-perceptual and sensitization-regulated nociceptor emulation. Advanced Materials, 2020,  32(6):1906171. DOI URL | 
| [23] | GOLD M S, GEBHART G F. Nociceptor sensitization in pain pathogenesis. Nature Medicine, 2010,  16(11):1248. DOI PMID | 
| [24] | JIANG S, HE Y, LIU R, et al. Freestanding dual-gate oxide-based neuromorphic transistors for flexible artificial nociceptors. IEEE Transactions on Electron Devices, 2021,  68(1):415. DOI URL | 
| [25] | FENG G, JIANG J, LI Y, et al. Flexible vertical photogating transistor network with an ultrashort channel for in‐sensor visual nociceptor. Advanced Functional Materials, 2021,  31(36):2104327. DOI URL | 
| [26] | FORTUNATO E, BARQUINHA P, MARTINS R. Oxide semiconductor thin-film transistors: a review of recent advances. Advanced Materials, 2012,  24(22):2945. DOI URL | 
| [27] | DENG X, WANG S Q, LIU Y X, et al. A flexible mott synaptic transistor for nociceptor simulation and neuromorphic computing. Advanced Functional Materials, 2021,  31(23):2101099. DOI URL | 
| [28] | BARON R, MAIER C, ATTAL N, et al. Peripheral neuropathic pain: a mechanism-related organizing principle based on sensory profiles. Pain, 2017,  158(2):261. DOI PMID | 
| [29] | GU L, LI Y, XIE D, et al. Fully Optical-driving ionotronic InGaZnO4 phototransistor for gate-tunable bidirectional photofiltering and visual perception. IEEE Transactions on Electron Devices, 2022,  69(8):4382. DOI URL | 
| [30] | LI M, YANG F S, HSU H C, et al. Defect engineering in ambipolar layered materials for mode-regulable nociceptor. Advanced Functional Materials, 2020,  31(5):2007587. DOI URL | 
| [31] | VERRIPTIS M, CHANG P, FITZGERALD M, et al. The development of the nociceptive brain. Neuroscience, 2016,  338(3):207. DOI PMID | 
| [32] | XIE D, JIANG J, DING L. Anisotropic 2D materials for post-Moore photoelectric devices. Journal of Semiconductors, 2022,  43(1):010201. DOI | 
| [33] | LI Q, TAO Q, CHE Y, et al. Low voltage and robust InSe memristor using van der Waals electrodes integration. International Journal of Extreme Manufacturing, 2021,  3(4):045103. DOI | 
| [34] | ZHAO Y, LIU W, ZHAO J, et al. The fabrication, characterization and functionalization in molecular electronics. International Journal of Extreme Manufacturing, 2022,  4(2):022003. DOI | 
| [35] | LI G XIE, D, ZHONG H, et al. Photo-induced non-volatile VO2 phase transition for neuromorphic ultraviolet sensors. Nature Communications, 2022, 13: 1729. | 
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