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Article

Effect of Trapped Charge Induced by Total Ionizing Dose Radiation on the Top-Gate Carbon Nanotube Field Effect Transistors

1
XinJiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi 830011, China
2
School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
3
Beijing HuaTanYuanXin Electronics Technology Ltd. Co., Beijing 101399, China
4
Beijing Institute of Carbon-Based Integrated Circuits, Beijing 100195, China
*
Authors to whom correspondence should be addressed.
Electronics 2023, 12(4), 1000; https://doi.org/10.3390/electronics12041000
Submission received: 17 January 2023 / Revised: 6 February 2023 / Accepted: 12 February 2023 / Published: 17 February 2023
(This article belongs to the Special Issue Radiation Effects of Advanced Electronic Devices and Circuits)

Abstract

:
The excellent performance and radiation-hardness potential of carbon nanotube (CNT) field effect transistors (CNTFETs) have attracted wide attention. However, top-gate structure CNTFETs, which are often used to make high-performance devices, have not been studied enough. In this paper, the total ionizing dose (TID) effect of the top-gate structure CNTFETs and the influence of the substrate on top-gate during irradiation are studied. The parameter degradation caused by the irradiation- and radiation-damage mechanisms of the top-gate P-type CNTFET were obtained by performing a Co-60 γ-ray irradiation test. The results indicate that the transfer curves of the top-gate P-type CNTFETs shift negatively, the threshold voltage and the transconductance decrease when TID increases, and the subthreshold swing decreases first and then increases with the increase in TID. The back-gate transistor is constructed by using the substrate as a back-gate, and the influence of back-gate bias on the characteristics of the top-gate transistor is tested. We also test the influence of TID irradiation on the characteristics of back-gate transistors, and reveal the effect of trapped charge introduced by radiation on the characteristics of top-gate transistors. In addition, the CNTFETs that we used have obvious hysteresis characteristics. After irradiation, the radiation-induced trapped charges generated in oxide and the OH groups generated by ionization of the CNT adsorbates aggravate the hysteresis characteristics of CNTFET, and the hysteresis window increases with the increase in TID.

1. Introduction

Metamaterial is an artificial material that does not exist in nature. It exhibits material properties not seen in nature, such as permittivity, a bulk modulus or refractive index, which surpasses substances found in nature [1]. In recent years, due to their unique properties, metamaterials have been applied to epsilon-negative metamaterial (ENM), biosensors, metamaterial platforms, and other aspects [2,3,4,5,6], which have developed rapidly in various fields and attracted wide attention.
The development of silicon-based semiconductor technology follows Moore’s law, i.e., the physical size of transistors approaches the limit, and performance hits the bottleneck. Semiconductor devices have entered the post-Moore era, more noticeably than in the Moore era, as new materials and new technology have emerged. Carbon nanotube (CNT) has attracted attention as a metamaterial with excellent properties. A carbon-based device based on carbon nanotube materials has the characteristic of high energy efficiency, with ease of three-dimensional heterogeneous integration, it is low cost, and so on. It is an important technical route to continue Moore’s law, and it has been considered a promising technology in aerospace and other fields [7,8,9,10,11,12,13].
Devices with improved performance and reliability are needed to cope with the radiation effects in space applications. Carbon-based devices show better performance and radiation-hardness than silicon-based devices [14,15,16]. Carbon-based devices have great potential in space applications, such as space SRAM and radiation-hardness IC. Furthermore, due to its excellent electrical performance and special physical structure, CNTFET has undergone rapid development in flexible electronic devices [17], which can be applied to wearable electronic devices for the human body and space environment detection devices in space stations in the future.
The carbon nanotube field effect transistor (CNTFET) is the basic unit of a carbon-based integrated circuit. The channel region of CNTFET is composed of CNT. CNTFET can be divided into various types according to different processes and structures, including back-gate structure, top-gate structure, ion gel gate structure, etc. In space applications, CNTFET will face radiation damage effects caused by high-energy particles, resulting in the degradation of device performance. The total ionizing dose effect (TID) is one of the most important radiation damage effects.
Researchers have studied the TID effect on CNTFETs with different structures. Cory D. Cress et al. used a Co-60 γ-ray source to conduct a TID test on P-type back-gate CNTFET without a passivity layer [18]. The results indicated that irradiation did not generate significant damage to the CNT channel, and it was believed that the change of device characteristics mainly depended on materials around CNT, interface state, and air environment. Yudan Zhao et al. further investigated the influence of CNT absorbability and CNT arrangement on the TID effect of back-gate CNTFET. They demonstrated that the air molecules adsorbed by CNT in devices without a passivation layer, the fixed charge in materials of the passivation layer, and the improvement of the contact junction in network arrangement were the predominant factors influencing the TID effect of CNTFET [19].
In recent years, Lian-Mao Peng‘s team researched the radiation effect of ion gel gate CNTFET, and the results indicated that the structure of the ion gel gate could protect the channel of CNT, improved the radiation tolerance effectively [16,20,21], and could be recovered by annealing after irradiation. However, the author also mentioned that the structure suffers from low performance, difficulty in scaling down, and a narrow range of operating temperatures.
Compared with the first two structures, the top-gate device can not only protect the channel of CNT effectively and enhance the radiation tolerance of CNTFET, but can also reduce the size of the device more easily, which can be used for high-performance carbon nanotube devices [22,23,24]. In 2019, Xinyang Zhao et al. studied the TID effect of a flexible top-gate carbon nanotube thin-film transistor (CNTFT) using Co-60 γ-ray. The research showed that the radiation resistance of flexible CNTFETs was comparable to that of rigid CNTFETs, which were fabricated on the oxide substrate [25]. For the TID of rigid CNTFET, Maguang Zhu et al. conducted research on the TID of SRAM composed of top-gate CNTFET [26]. In addition, they tested TID on each part of the top-gate CNTFETs independently [15]. The results showed that CNTs are a kind of radiation-hardened semiconducting material, and the damage of substrate material and gate oxide material was the main factor of TID. However, it did not reveal the influence process of radiation-induced trapped charge in the substrate material on the characteristics of the top-gate transistor. Up to now, there has been little research on the sensitivity parameters, damage rules, and mechanisms of top-gate CNTFETs, and relevant research is urgently required for the design of CNT-based devices.
In this paper, we researched TID of P-type CNT-network FETs with a top-gate structure. The variation of threshold voltage, transconductance, subthreshold swing, and hysteresis characteristics of the device before and after irradiation by Co-60 γ-ray are analyzed. The influence mechanism of trapped charge introduced by TID irradiation on the characteristics of the top-gate CNTFETs is discussed. Additionally, the influence of back-gate pressure on front-gate transfer characteristic curves (IDS-VGS) and its control ability were tested. Finally, the possible reasons for CNTFETs hysteresis and the relationship of hysteresis characteristics with TID are explained.

2. Device Structures and Experimental Details

The structure of the test samples used in this paper is shown in Figure 1a. The CNTFET substrates are Si and SiO2. The Si substrate is 500 μm thick, and the SiO2 substrate is 280 nm thick. The carbon tube material comprises a reticulated film with a density of 15 pieces/um. The device image is shown in Figure 1b. The semiconducting CNT-network films are the channel regions of the devices. CNT films are undoped, and the width/length ratio is 30 μm/4 μm. The Pd layers serve as electrodes. The function of the P-type transistor is obtained according to the difference of work function between Pd and CNT. The contacts between CNTs and Pd electrodes are Ohmic contacts, which was detected by testing the IDS-VDS characteristics of the device. The gate oxide layers consisted of high-k materials Y2O3 and HfO2, which are 10 nm in total. Samples are wafer-level unpackaged devices.
The irradiation experiments were carried out on a Co-60 γ-ray source in Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy Sciences. The average energy of γ ray is 1.25 MeV, and the devices are irradiated in atmospheric environment. The dose rate is 195.476 rad(Si)/s during irradiation. Dose levels are 200 k rad(Si), 500 k rad(Si), 1 M rad(Si), 2 M rad(Si), and 3 M rad(Si). The total irradiation cumulative time is 255 min 47 s. The accumulation time of each dose level was 17 min 3 s, 25 min 35 s, 42 min 38 s, 85 min 16 s, and 85 min 16 s, respectively. During irradiation, devices are floating. Co-60 γ-ray has a dose-building area when it propagates in the medium [27], and there might be a dose error in the sensitive area because the devices that we used were not packaged. In order to ensure uniformity of the absorbed dose during irradiation, a pre-balanced layer of about 5 mm was added in front of the devices, and a backscatter layer of about 2 cm was added behind the devices to ensure balance of secondary electrons and the absorbed dose in the sensitive area.
Devices were measured using the probe station and the Keithley 4200SCS parameter analyzer at room temperature. The measurement included the IDS-VGS characteristic curves of the linear region and saturated region. The order of scanning may affect the hysteresis characteristics as the gate voltage (VGS) sweeps from 0.5 V to −2 V, with the −0.02 V step first, and from −2 V to 0.5 V. The test information is shown in Table 1. In order to avoid the effect of annealing on the devices, the test time of each dose level is less than 45 min.

3. Results and Discussion

3.1. Effect of TID Radiation on IDS-VGS Characteristics of Top-Gate CNTFET

Figure 2 shows the IDS-VGS curves under different irradiation doses. It can be seen from Figure 2 that the IDS-VGS characteristics shift negatively after TID radiation, and the saturation current in the linear region decreases with the increase in TID.
The threshold voltage ( V t h ), maximum transconductance ( G M   M a x ), and subthreshold swing (SS) of the devices before and after irradiation were extracted from the IDS-VGS curves, as shown in Figure 3a, Figure 3b and Figure 3c, respectively. As can be seen from the figure, with the increase in accumulated doses of irradiation, V t h shifts negatively and G M   M a x decreases monotonically, while the subthreshold swing (SS) first decreases and then increases.
The relation between threshold voltage and trapped charges induced by radiation is [28,29]:
V t h = V t h 0 + Δ Q o t + Δ Q i t C o x
where V t h 0 is the threshold voltage before irradiation, Δ Q o t is the charge variation of the top-gate oxide layer, Δ Q i t is the change in the interface-trapped charges, and C o x is the capacitance of the top-gate oxide layer. Equation (1) demonstrated that both radiation-induced oxide-trapped charge and interface-trapped charge could lead to threshold voltage shift.
Equation (2) is the formula of transconductance:
G m = μ C o x W L V D S
Equation (3) is the formula of subthreshold swing:
S S = k T q ( 1 + C d e p + C i t C o x ) l n 10
where μ is the carrier mobility, C d e p is the depletion capacitance, C i t is the interface trap capacitance, k is Boltzmann constant, T is temperature, and q is electronic charge. Carrier mobility μ is determined as follows:
μ = μ 0 1 + α Δ N i t
Interface trap capacitance C i t is obtained with Equation (5):
C i t = q 2 D i t
where μ 0 is the mobility pre-irradiation, Δ N i t is the radiation dependent densities of trapped charges in interface SiO2/CNT, α is the parameter reflecting the technology change, and D i t is the density of interface traps.
The transconductance is proportional to the carrier mobility, while the carrier mobility is mainly affected by the interface traps. Therefore, an increase in irradiation dose increases interface traps, which then results in Coulomb scattering that in turn affects carrier mobility in the channel, and eventually causes a decrease in the maximum transconductance of the device.
Both depletion capacitance and interface trap capacitance could affect subthreshold swing. However, CNTs are ultrathin channel materials while C d e p can be neglected [15]. The subthreshold swing of CNTFETs is thus only affected by C i t , and the density of interface traps is the main influencing factor for C i t from Equation (5).
Because we used a CNT-network FET, CNTs in the channel region are staggered, and there is a large number of junctions between CNTs in the network films. According to previous research, high energy γ-ray can produce defects near CNT junctions. Through annealing under γ irradiation [30] or the oxidation of CNT due to the ionization effect [31,32], CNT junctions can recombine with nearby defects, improving the performance of CNT [19,33] that repairs the interface traps on the surface of CNT, and reduces the density of interface traps to a certain degree. Therefore, at the initial stage of radiation, that is from 0 k rad (Si) to about 200 k rad (Si), the recombination process of CNT junctions that can repair interfacial traps plays a major role, and the subthreshold swing of CNTFET decreases with the increase in TID. With the increase in TID, the number of junctions begins to decrease, and interface traps become the dominant factor, which increases the subthreshold swing with the increase in TID.
Considering the above reasons, the negative shift of IDS-VGS characteristics in Figure 2 can be confirmed to be caused by radiation. During irradiation, electron hole pairs are generated in the gate dielectric layer and/or oxide substrate, and the hole mobility is relatively low, which is easily captured by oxide and interface traps, forming positive trapped charges and requiring a higher negative gate voltage to control the channel. Therefore, as TID increases, the negative shift of the I–V curve occurs.

3.2. Influence of Trapped Charges in SiO2 Substrate Induced by Irradiation on Top-Gate CNTFET Characteristics

With regard to the devices in this paper, theoretically, the TID can generate trapped charges in both the top-gate dielectric layer and the substrate oxide, leading to degradation of the device parameters. In order to determine where the trapped charges were the dominant factor, we measured the IDS-VGS characteristics of the devices under different substrate voltages.
As shown in Figure 4, positive voltages were applied to the substrate in order to simulate the effect of the substrate’s accumulated oxide-trapped charges on top-gate transistors. With the increase in the substrate voltage, the IDS-VGS curve shifts negatively and the saturation current decreases gradually, which is consistent with the phenomenon observed in radiation. It is shown that the positive oxide-trapped charges are also generated in the substrate under γ-ray irradiation, which is consistent with the effect of trapped charges generated in gate on the IDS-VGS characteristics.
Figure 5a–c shows the threshold voltage, the maximum transconductance, and the subthreshold swing of top-gate transistor under various back-gate voltages, respectively. It may be assumed that positive oxide-trapped charges in the substrate bring holes closer to the surface of the CNT channel and increase the generation of interface traps. As a result, transconductance decreases and subthreshold swing increases when the substrate voltage is increased. On the other hand, Figure 5b also shows that the phenomenon of the subthreshold swing decreasing first and then increasing during irradiation, as shown in Figure 3c, derives from other factors rather than interface-trapped charges.
In addition, we used the SiO 2 substrate as the back-gate to test the TID radiation effect on the characteristics of the back-gate transistor. Figure 6 shows the IDS-VBG characteristic curves of the back-gate transistor at different TIDs. Figure 6 also shows that the IDS-VBG characteristic curves of the back-gate transistor shift negatively, and the saturation current decreases, which is consistent with the front-gate characteristic curves in Figure 2. The threshold voltage of the back-gate transistor is also extracted by the constant voltage method, as shown in Figure 7. In the same figure, it can be seen that the threshold voltage of the back-gate transistor changes obviously. It is supposed that there will be many oxide-trapped charges in the SiO 2 substrate that are induced by irradiation.
Figure 8 shows the coupling coefficient between the back-gate transistor and the front-gate transistor. The device coupling coefficient is almost linear, indicating that the back-gate has better control over the front-gate, the density of trapped charges near the SiO 2 interface is low, and the TID effect has little influence on the coupling effect for the test samples in this paper.

3.3. TID Influence on Hysteresis Characteristics of Top-Gate CNTFET

For field effect transistors, the stable control of voltage to current is an important index of device performance. The hysteresis characteristics will affect the stability of the device, and it will pose a problem that should be discussed when CNTFET is used in real life.
The channel of CNTFET is composed of organic material CNTs, and the interface becomes complicated when it comes into contact with inorganic materials. Meanwhile, high-k materials such as Y 2 O 3   and   HfO 2 that are used as the gate dielectric have more defects than SiO 2 . This will more likely generate current hysteresis characteristics [34]. Thus, we measured the hysteresis characteristics through bidirectional scanning for gate voltage, as shown in Figure 9. The maximum gate voltage difference under the same drain current I DS was used to define the hysteresis window V M . The test sequence involves scanning of the gate voltage VGS from 0.5 V to −2 V, which is defined as negative scanning in this paper. Subsequently, it is scanned back from −2 V to 0.5 V, which is defined as positive scanning in this paper. It can be clearly seen from Figure 9 that the hysteresis window, V M , increased with the increase in TID.
Previous research has shown that the reasons for the hysteresis of devices are mainly due to the following four kinds of charges [35,36,37]: (1) positive oxide fixed charge that is generally very close to the channel (about 2 nm); (2) oxide-trapped charge; (3) interface-trapped charge; and (4) moving charge in oxide. Due to the properties of high-k materials, there are more fixed positive charges in Y 2 O 3   and   HfO 2 than in SiO 2 . As mentioned in the previous analysis, the generation of oxide-trapped charge and interfacial trapped charge are consistent with the change of hysteresis characteristics with the accumulation of TID. Therefore, the overall quantity of oxide-trapped charges and interfacial trapped charges increases with the increase in TID and could generate the change of hysteresis characteristics. The hysteresis characteristics are proportional to TID.
On the other hand, CNTFETs are different from traditional transistors. CNTs have strong adsorption, and it is difficult to avoid the adsorption of oxygen, molecules of water, and other impurities in the fabrication process. At present, it is widely believed that water molecules adsorbed by CNT and the presence of OH group in the form of silanol are the main sources of hysteresis characteristics in CNTFETs [38]. Water molecules and groups will trap electrons in CNTs and induce excess holes in the channel, resulting in the transistor current becoming larger than expected under the condition of the same VGS. When the VGS scans negatively in the measurement process, the negative gate voltage leads to the electrons captured by the water molecules and the groups being gradually released. Therefore, the transistor current becomes smaller under the same gate voltage VGS condition when scanning back. This phenomenon will be exacerbated by the process of irradiation. The water molecules that are adsorbed on the surface of the CNTs are ionized during Co-60 γ-ray irradiation and produce more OH groups. In this way, the electron capture and release of adsorbates on the CNT surface becomes more intense, which further exacerbates the hysteresis characteristics of CNTFETs.

4. Conclusions

CNTFETs have been considered to be some of the most promising candidates for continuing Moore’s law and have received much attention in the aerospace field. The TID effect of CNTFET has been the focus of much research. In different device structures, the top-gate structure is an important CNTFET structure. It is used to manufacture high-performance CNTFETs because it scales down easily. However, the lack of studies on TID of the top-gate structure CNTFET restricts the development of radiation-hardness top-gate CNTFETs.
In this paper, the effect of radiation-induced trapped charges on the top-gate CNTFET characteristics is studied. Firstly, we measure the change of IDS-VGS characteristics in the top-gate transistors with the total dose increases, and show that radiation could induce oxide-trapped charges and interface-trapped charges in the CNTFET. They lead to a negative shift in the transistor IDS-VGS characteristics. Both oxide-trapped charges and interface-trapped charges lead to the threshold voltage shifting negatively. The interface-trapped charges not only affect the threshold voltage, but also reduce the mobility of carriers. This results in the transconductance reduction with the increase in TID. In addition to the influence of interface-trapped charges, the subthreshold swing is also affected by CNT junctions in the channel. During irradiation, a large number of CNT junctions recover, and some interface traps are repaired, which is the main factor affecting the subthreshold swing at the initial stage of irradiation. With the reduction in CNT junctions, the accumulation of interface-trapped charges has become the main factor affecting the subthreshold swing. Thus, the subthreshold swing decreases first and then increases. In order to confirm the source and influence of radiation-induced trapped charges, we construct back-gate transistors, test the effect of different back-gate voltages on the front-gate IDS-VGS characteristics, and obtain the TID influence on the back-gate transistor characteristics. We also extract the coupling coefficient between the back-gate transistor and the front-gate transistor. The results indicate that the TID has little effect on the coupling coefficient, and the back-gate has better control ability on the front-gate of the samples. Finally, in the research of hysteresis characteristics, the results show that the hysteresis characteristics of CNTFETs increased with the increase in oxide-trapped charges and interface-trapped charges after radiation. Furthermore, the hysteresis characteristics of CNTFETs significantly increased following adsorbates ionization on the surface of the CNT channel. In general, the hysteresis characteristics of CNTFETs are proportional to TID.
The ultimate purpose of the TID study of CNTFETs is to apply this to the space environment, where the particle situation is complex and the radiation dose rate is low. Different particles and dose rates may cause different phenomena. To estimate the impact of the actual environment as accurately as possible, radiation conditions that are closer to the actual application environment could be considered in future research, namely different radiation sources and low dose rates of radiation exposure. In addition, a quantitative analysis of trap charge is also necessary. As the technology of CNTFETs develops, trap charge can be extracted by devices with better subthreshold swing characteristics [39,40], which is helpful in the development of anti-irradiation technology of CNTFET.

Author Contributions

Conceptualization, J.C., Q.Z.; methodology, H.D., J.C., Q.Z. and C.H.; validation, H.D., J.C. and Q.Z.; formal analysis, H.D.; investigation, H.D., J.C., M.X. and G.Y.; resources, H.X. and N.G.; data curation, H.D.; writing—original draft preparation, H.D.; writing—review and editing, H.D. and J.C.; visualization, H.D.; supervision, Y.L., Q.G.; project administration, J.C.; funding acquisition, J.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research was supported in part by the Youth Innovation Promotion Association CAS (2020430), the West Light Foundation of the Chinese Academy of Science under Grant No. 2019-XBQNXZ-A-003, and the National Natural Science Foundation of China under Grant 12275352.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data are not available in a publicly accessible repository and they cannot be shared upon request.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. (a) Structure of the top-gate CNTFET; (b) SEM of the top-gate CNTFET.
Figure 1. (a) Structure of the top-gate CNTFET; (b) SEM of the top-gate CNTFET.
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Figure 2. Transfer characteristic curves after irradiation.
Figure 2. Transfer characteristic curves after irradiation.
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Figure 3. The changes of (a) threshold voltage ( V t h ), (b) maximum transconductance (GMax) and (c) subthreshold swing (SS) after irradiation.
Figure 3. The changes of (a) threshold voltage ( V t h ), (b) maximum transconductance (GMax) and (c) subthreshold swing (SS) after irradiation.
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Figure 4. IDS-VGS characteristics of devices at different substrate voltages.
Figure 4. IDS-VGS characteristics of devices at different substrate voltages.
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Figure 5. (a) The changes of threshold voltage under various substrate voltages. (b) Influence of different substrate voltages on transconductance. (c) The effect of different substrate voltages on subthreshold swing.
Figure 5. (a) The changes of threshold voltage under various substrate voltages. (b) Influence of different substrate voltages on transconductance. (c) The effect of different substrate voltages on subthreshold swing.
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Figure 6. IDS-VBG characteristics of the back-gate after irradiation.
Figure 6. IDS-VBG characteristics of the back-gate after irradiation.
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Figure 7. Threshold voltage of the back-gate transistor after irradiation.
Figure 7. Threshold voltage of the back-gate transistor after irradiation.
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Figure 8. Changes of coupling coefficient.
Figure 8. Changes of coupling coefficient.
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Figure 9. Hysteresis characteristics as a function of TID.
Figure 9. Hysteresis characteristics as a function of TID.
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Table 1. Measurement information in this paper.
Table 1. Measurement information in this paper.
TIDDose RateTest Items
200 k rad(Si)195.476 rad(Si)/s1. VDS = −0.1 V, VGS = (0.5 V) − (−2 V), bidirectional scanning
2. VDS = −2 V, VGS = (0.5 V) − (−2 V), bidirectional scanning
500 k rad(Si)
1 M rad(Si)
2 M rad(Si)
3 M rad(Si)
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Ding, H.; Cui, J.; Zheng, Q.; Xu, H.; Gao, N.; Xun, M.; Yu, G.; He, C.; Li, Y.; Guo, Q. Effect of Trapped Charge Induced by Total Ionizing Dose Radiation on the Top-Gate Carbon Nanotube Field Effect Transistors. Electronics 2023, 12, 1000. https://doi.org/10.3390/electronics12041000

AMA Style

Ding H, Cui J, Zheng Q, Xu H, Gao N, Xun M, Yu G, He C, Li Y, Guo Q. Effect of Trapped Charge Induced by Total Ionizing Dose Radiation on the Top-Gate Carbon Nanotube Field Effect Transistors. Electronics. 2023; 12(4):1000. https://doi.org/10.3390/electronics12041000

Chicago/Turabian Style

Ding, Hongyu, Jiangwei Cui, Qiwen Zheng, Haitao Xu, Ningfei Gao, Mingzhu Xun, Gang Yu, Chengfa He, Yudong Li, and Qi Guo. 2023. "Effect of Trapped Charge Induced by Total Ionizing Dose Radiation on the Top-Gate Carbon Nanotube Field Effect Transistors" Electronics 12, no. 4: 1000. https://doi.org/10.3390/electronics12041000

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