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2.9 - 8.4 GHz Filter Bank Using Stub-Loaded Multi-Mode Resonators
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作者 Yinhua Yao Tongxiu Fan 《Journal of Electromagnetic Analysis and Applications》 2014年第13期397-403,共7页
This paper consolidates the activity of design and fabrication of 2.9 - 4.32 GHz, 4.3 - 6.42 GHz, and 6.4 - 8.4 GHz filter bank. Novel compact microstrip bandpass filters with stub-loaded multi-mode resonators are pro... This paper consolidates the activity of design and fabrication of 2.9 - 4.32 GHz, 4.3 - 6.42 GHz, and 6.4 - 8.4 GHz filter bank. Novel compact microstrip bandpass filters with stub-loaded multi-mode resonators are proposed. Simulated results indicate that all the filters exhibit insertion losses less than 1.5 dB with passband ripples of 1 dB and sharp attenuations of above 40 dB in their stopbands. The maximums of input and output VSWRs are 1.742 and 1.734, respectively. Due to fabrication error, the initial measured passbands show frequency shifts and insertion losses in upper passbands deteriorate seriously. After tuning of the filter bank, measured results imply that the input and output VSWRs are found lower than 2.135 and 2.187, and the insertion loss in 1 dB bandwidth is less than 2.52 dB. Filter bank has a sharp skirt and out-of-band rejection levels approaching to 40 dB in all desired stopbands except at the frequencies near 2f0. 展开更多
关键词 multi-mode resonator 1 DB BANDWIDTH Filter BANK
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Dielectric Patch Resonator and Antenna
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作者 Jianxin Chen Xueying Wang +1 位作者 Shichang Tang Yongle Wu 《China Communications》 SCIE CSCD 2023年第8期209-219,共11页
This paper presents an overview of dielectric patch(DP)antennas developed in recent years.The employed DP resonator composed of a DP and a bottom substrate is analyzed comprehensively here,enabling the easy realizatio... This paper presents an overview of dielectric patch(DP)antennas developed in recent years.The employed DP resonator composed of a DP and a bottom substrate is analyzed comprehensively here,enabling the easy realization of a quasi-planar DP antenna.It combines the dual advantages of the conventional microstrip patch(MP)antenna and dielectric resonator(DR)antenna in terms of profile,gain,bandwidth,radiation efficiency,and design freedom.Furthermore,the DP antenna inherits the multi-mode characteristic of the DR antenna,thus it has a large number of high-order modes,including TMmn mode and TEmn mode.The high-order modes are widely applied,for example,by combining with the dominant TM10 mode to expand the bandwidth,or selecting multiple higher-order modes to implement a high-gain antenna.Additionally,the non-radiation high-order modes are also utilized to produce natural radiation null in filtering antenna design.In this paper,the design theories and techniques of DP antenna are introduced and investigated,including calculation and control methods of the resonant mode frequencies,analysis of the radiation mechanism,and applications of the multi-mode characteristic.This overview could provide guidance for the subsequent antenna design,thus effectively avoid time-consuming optimization. 展开更多
关键词 dielectric patch(DP)resonator DP antenna radiation mechanism multi-mode characteristic
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Angular control of multi-mode resonance frequencies in obliquely deposited CoZr thin films with rotatable stripe domains
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作者 Chao-Zhong Li Chang-Jun Jiang Guo-Zhi Chai 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第3期461-465,共5页
We investigate the angular-dependent multi-mode resonance frequencies in CoZr magnetic thin films with a rotatable stripe domain structure.A variable range of multi-mode resonance frequencies from 1.86 GHz to 4.80 GHz... We investigate the angular-dependent multi-mode resonance frequencies in CoZr magnetic thin films with a rotatable stripe domain structure.A variable range of multi-mode resonance frequencies from 1.86 GHz to 4.80 GHz is achieved by pre-magnetizing the CoZr films along different azimuth directions,which can be ascribed to the competition between the uniaxial anisotropy caused by the oblique deposition and the rotatable anisotropy induced by the rotatable stripe domain.Furthermore,the regulating range of resonance frequency for the CoZr film can be adjusted by changing the oblique deposition angle.Our results might be beneficial for the applications of magnetic thin films in microwave devices. 展开更多
关键词 angular control multi-mode resonance rotatable stripe domain non-uniform precession
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Arm Voltage Balancing Control of Modular Multilevel Resonant Converter 被引量:7
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作者 Jianjia Zhang Shuai Shao +2 位作者 Yucen Li Junming Zhang Kuang Sheng 《CES Transactions on Electrical Machines and Systems》 CSCD 2020年第4期303-308,共6页
Modular multilevel resonant converter is an promising candidate for high voltage applications since it has advantageous features,such as high efficiency,high voltage capability and easy fault-tolerant operation.Howeve... Modular multilevel resonant converter is an promising candidate for high voltage applications since it has advantageous features,such as high efficiency,high voltage capability and easy fault-tolerant operation.However,the inequality of arm inductance in practice will lead to imbalance between the upper and lower arm voltages,which will induce large ripples in the circulating current and a dc bias on the voltage generated by modular circuits.To compensate for the voltage imbalance,effects of arm duty cycle changes on arm voltages are discussed.An arm voltage balancing control method is proposed:adjust arm duty cycle according to arm voltage deviation in every switching cycle.Simulation and experimental results are presented to validate the theoretical analysis and the proposed control method. 展开更多
关键词 modular multilevel resonant(mmr)converter arm voltage balancing duty cycle
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Multiple internal resonances of rotating composite cylindrical shells under varying temperature fields
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作者 Yunfei LIU Jun WANG +2 位作者 Jiaxin HU Zhaoye QIN Fulei CHU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2022年第10期1543-1554,共12页
Composite cylindrical shells,as key components,are widely employed in large rotating machines.However,due to the frequency bifurcations and dense frequency spectra caused by rotation,the nonlinear vibration usually ha... Composite cylindrical shells,as key components,are widely employed in large rotating machines.However,due to the frequency bifurcations and dense frequency spectra caused by rotation,the nonlinear vibration usually has the behavior of complex multiple internal resonances.In addition,the varying temperature fields make the responses of the system further difficult to obtain.Therefore,the multiple internal resonances of composite cylindrical shells with porosities induced by rotation with varying temperature fields are studied in this paper.Three different types of the temperature fields,the Coriolis forces,and the centrifugal force are considered here.The Hamilton principle and the modified Donnell nonlinear shell theory are used to obtain the equilibrium equations of the system,which are transformed into the ordinary differential equations(ODEs)by the multi-mode Galerkin technique.Thereafter,the pseudo-arclength continuation method,which can identify the regions of instability,is introduced to obtain the numerical results.The detailed parametric analysis of the rotating composite shells is performed.Multiple internal resonances caused by the interaction between backward and forward wave modes and the energy transfer phenomenon are detected.Besides,the nonlinear amplitude-frequency response curves are different under different temperature fields. 展开更多
关键词 multiple internal resonances rotation effect nonlinear temperature variation multi-mode Galerkin technique pseudo-arclength continuation method coupled effect
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Impact of cognition-related single nucleotide polymorphisms on brain imaging phenotype in Parkinson’s disease
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作者 Ting Shen Jia-Li Pu +7 位作者 Ya-Si Jiang Yu-Mei Yue Ting-Ting He Bo-Yi Qu Shuai Zhao Ya-Ping Yan Hsin-Yi Lai Bao-Rong Zhang 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第5期1154-1160,共7页
Multiple single nucleotide polymorphisms may contribute to cognitive decline in Parkinson’s disease. However, the mechanism by which these single nucleotide polymorphisms modify brain imaging phenotype remains unclea... Multiple single nucleotide polymorphisms may contribute to cognitive decline in Parkinson’s disease. However, the mechanism by which these single nucleotide polymorphisms modify brain imaging phenotype remains unclear. The aim of this study was to investigate the potential effects of multiple single nucleotide polymorphisms on brain imaging phenotype in Parkinson’s disease. Forty-eight Parkinson’s disease patients and 39 matched healthy controls underwent genotyping and 7 T magnetic resonance imaging. A cognitive-weighted polygenic risk score model was designed, in which the effect sizes were determined individually for 36 single nucleotide polymorphisms. The correlations between polygenic risk score, neuroimaging features, and clinical data were analyzed. Furthermore, individual single nucleotide polymorphism analysis was performed to explore the main effects of genotypes and their interactive effects with Parkinson’s disease diagnosis. We found that, in Parkinson’s disease, the polygenic risk score was correlated with the neural activity of the hippocampus, parahippocampus, and fusiform gyrus, and with hippocampal-prefrontal and fusiform-temporal connectivity, as well as with gray matter alterations in the orbitofrontal cortex. In addition, we found that single nucleotide polymorphisms in α-synuclein(SNCA) were associated with white matter microstructural changes in the superior corona radiata, corpus callosum, and external capsule. A single nucleotide polymorphism in catechol-O-methyltransferase was associated with the neural activities of the lingual, fusiform, and occipital gyri, which are involved in visual cognitive dysfunction. Furthermore, DRD3 was associated with frontal and temporal lobe function and structure. In conclusion, imaging genetics is useful for providing a better understanding of the genetic pathways involved in the pathophysiologic processes underlying Parkinson’s disease. This study provides evidence of an association between genetic factors, cognitive functions, and multi-modality neuroimaging biomarkers in Parkinson’s disease. 展开更多
关键词 COGNITION imaging genetics magnetic resonance imaging multi-modALITY Parkinson’s disease polygenic risk score single nucleotide polymorphism ultra-high field
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A Generalized Stationary Algorithm for Resonant Tunneling:Multi-Mode Approximation and High Dimension
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作者 Naoufel Ben Abdallah Hao Wu 《Communications in Computational Physics》 SCIE 2011年第9期882-898,共17页
The multi-mode approximation is presented to compute the interior wave function of Schr¨odinger equation.This idea is necessary to handle the multi-barrier and high dimensional resonant tunneling problems where m... The multi-mode approximation is presented to compute the interior wave function of Schr¨odinger equation.This idea is necessary to handle the multi-barrier and high dimensional resonant tunneling problems where multiple eigenvalues are considered.The accuracy and efficiency of this algorithm is demonstrated via several numerical examples. 展开更多
关键词 Schrodinger equation numerical scheme resonant tunneling multi-mode approximation high dimension.
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一种基于多模谐振器的超宽带带通滤波器设计 被引量:11
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作者 杨虹 陈静 +1 位作者 刘云龙 杨浩澜 《电子元件与材料》 CAS CSCD 2015年第6期61-65,共5页
基于多模谐振器(MMR)理论,采用微带线-槽线混合结构,通过增加输入、输出之间耦合提高频率选择性,设计了一种结构紧凑体积小,频率选择性高的超宽带带通滤波器。利用电磁仿真软件HFSS对设计结果进行了仿真。仿真结果表明:该滤波器... 基于多模谐振器(MMR)理论,采用微带线-槽线混合结构,通过增加输入、输出之间耦合提高频率选择性,设计了一种结构紧凑体积小,频率选择性高的超宽带带通滤波器。利用电磁仿真软件HFSS对设计结果进行了仿真。仿真结果表明:该滤波器通带覆盖了3.5~10.4 GHz之间的频段,并具有较好的带内带外性能。对该滤波器进行了实物加工和测试,实测结果与理论分析和仿真结果吻合良好,该滤波器拥有较好的性能,可应用于超宽带无线通信系统。 展开更多
关键词 超宽带 多模谐振器 带通滤波器 微带线 HFSS 交叉耦合
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基于H型缺陷地结构的超宽带带通滤波器设计 被引量:2
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作者 冯梦璐 杨曙辉 陈迎潮 《压电与声光》 CAS CSCD 北大核心 2016年第4期647-650,共4页
微波频段的宽带滤波器一般具有通带插入损耗大,带外抑制性差等问题,为了解决这个问题,采用具有慢波效应的缺陷地结构(DGS)和缺陷微带结构(DMS),设计了一种新型微波频段的超宽带滤波器。分别利用电磁仿真软件HFSS和平面印制板技术对... 微波频段的宽带滤波器一般具有通带插入损耗大,带外抑制性差等问题,为了解决这个问题,采用具有慢波效应的缺陷地结构(DGS)和缺陷微带结构(DMS),设计了一种新型微波频段的超宽带滤波器。分别利用电磁仿真软件HFSS和平面印制板技术对其进行建模仿真和实物加工。实测与仿真结果良好吻合,带内插入损耗优于1.64dB,回波损耗优于13.93dB,通带范围在2.75-8.3GHz,实现相对带宽100.45%,高低阻带均抑制在-10dB以下,且该滤波器结构紧凑,体积小。 展开更多
关键词 超宽带滤波器 缺陷地结构 缺陷微带结构 多模谐振器 奇偶模理论
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基于多模谐振器的三通带滤波器的设计 被引量:5
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作者 王菲 陈海华 +2 位作者 胡方靖 何明 赵新杰 《电子元件与材料》 CAS CSCD 2017年第5期72-76,99,共6页
利用一种新型多模谐振器设计了三通带滤波器。新提出的多模谐振器采用四模谐振器加载两个开路枝节构成,能够产生六个传输极点。该滤波器经过仿真设计后进行实物加工,测试得到各通带的中心频率分别为2.55,3.83,6.00 GHz,相对应的插入损... 利用一种新型多模谐振器设计了三通带滤波器。新提出的多模谐振器采用四模谐振器加载两个开路枝节构成,能够产生六个传输极点。该滤波器经过仿真设计后进行实物加工,测试得到各通带的中心频率分别为2.55,3.83,6.00 GHz,相对应的插入损耗分别为0.9,0.7,2.3 d B,与仿真结果吻合良好。该滤波器具有回波损耗小、尺寸小的优点,可应用到现代无线和移动通信中。 展开更多
关键词 多模谐振器 三通带滤波器:微带线 小型化 仿真 插入损耗
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Design and simulation of a compact ultra-wideband bandpass filter with a notched band using multiple-mode resonator technique 被引量:6
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作者 Yang Hong Chen Jing +2 位作者 Yang Haolan Liu Yunlong Yang Yuchuan 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2016年第1期86-90,共5页
A novel, compact, and highly selective ultra-wideband (UWB) bandpass filter with a narrow notched band is presented. Apart from having a basic structure of a slotline multiple-mode resonator (MMR) and microstrip f... A novel, compact, and highly selective ultra-wideband (UWB) bandpass filter with a narrow notched band is presented. Apart from having a basic structure of a slotline multiple-mode resonator (MMR) and microstrip feed lines, this novel design introduces a cross-coupling between the input and output feed lines to enhance the filter selectivity. The design strictly follows the theory and verified by electromagnetic (EM) simulation and experiments. In addition, the narrow notched band is introduced by embedding a pair of split ring resonators (SRR) in order to reject any undesired existing radio signals that may interfere with the Federal Communications Commission (FCC)-defined UWB band. By changing the structural parameters of SRR, it can be easily tuned to any desired frequency. This filter can be integrated in UWB communication systems and efficiently improve the interference immunity from undesired signals such as wireless local area network (WLAN). 展开更多
关键词 bandpass filter ULTRA-WIDEBAND multiple-mode resonator (mmr microstrip line CROSS-COUPLING
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ANALYTICAL DESIGN OF A MICROSTRIP UWB BPF WITH SHARP REJECTION
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作者 Xu Jin Niu Yiming +2 位作者 Cui Lan Miao Chen Wu Wen 《Journal of Electronics(China)》 2012年第5期451-455,共5页
This paper presents a new Ultra-WideBand (UWB) BandPass Filter (BPF) using half-wavelength Stepped-Impedance Stub-Loaded Resonator (SISLR). Analytical equations derived by the even-odd mode analysis show the new filte... This paper presents a new Ultra-WideBand (UWB) BandPass Filter (BPF) using half-wavelength Stepped-Impedance Stub-Loaded Resonator (SISLR). Analytical equations derived by the even-odd mode analysis show the new filter has two tunable transmission zeros at both sides of the passband to provide a sharp rejection and seven transmission poles inside the passband to achieve U.S. UWB performance. For verification, a UWB BPF is designed, fabricated and measured. The measured results show that the fabricated filter has a -3 dB fractional bandwidth from 3.0 GHz to 10.9 GHz and its insertion loss less than 0.9 dB over the whole passband. Furthermore, the new filter exhibits a simple topology, sharp rejection, and deep stopband suppression. 展开更多
关键词 Stepped-Impedance Stub-Loaded resonator (SISLR) multi-mode resonator (mmr) Ultra-WideBand (UWB) Sharp rejection
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采用快速空间映射算法多模超宽带滤波器有效设计方法
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作者 高阳 梁昌举 贾瑶 《电子质量》 2009年第11期79-81,共3页
文章用快速空间映射算法(ASM)来优化和设计多模(MMR)超宽带滤波器。快速空间映射算法需要一个粗糙物理模型以及一个精确物理模型。文中用MATLAB来建立粗糙物理模型,使用商业仿真软件HFSS10来建立精确物理模型。快速空间映射算法就是用... 文章用快速空间映射算法(ASM)来优化和设计多模(MMR)超宽带滤波器。快速空间映射算法需要一个粗糙物理模型以及一个精确物理模型。文中用MATLAB来建立粗糙物理模型,使用商业仿真软件HFSS10来建立精确物理模型。快速空间映射算法就是用来找到粗糙模型和精确模型之间的映射关系,从而达到快速和精准设计超宽带滤波器的目的。 展开更多
关键词 快速空间映射算法(ASM) 超宽带滤波器 多模谐振器(mmr) 粗糙模型 精确模型
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一种具有陷波特性的超宽带超导滤波器设计 被引量:3
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作者 商兆江 金妍 居家奇 《应用技术学报》 2018年第1期67-70,共4页
研究了具有陷波特性的超宽带超导滤波器设计方法,采用两级多模谐振器实现了具有超宽带通带的超导滤波器,具有带内插损低、带边陡峭度高、结构紧凑的优点。为了抑制通带内不需要的干扰信号,采用开路短截线的方法成功引入一个中心频率为5... 研究了具有陷波特性的超宽带超导滤波器设计方法,采用两级多模谐振器实现了具有超宽带通带的超导滤波器,具有带内插损低、带边陡峭度高、结构紧凑的优点。为了抑制通带内不需要的干扰信号,采用开路短截线的方法成功引入一个中心频率为5GHz的阻带。未经调谐的测试结果和仿真结果吻合得很好,3-dB带宽从3.28GHz到10.56GHz,相对带宽为105.2%。超宽带通带内引入的阻带具有高的选择性(3-dB带宽小于5%)和高的抑制度(高于60dB)。此外,通带反射系数高于14.2dB。 展开更多
关键词 高温超导 滤波器 超宽带 多模谐振器 阻带
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Frequency-Diversified Space-Efficient Radiating Surface Using Convolved Electric and Magnetic Currents for Highly Dense Multiband Antenna-Frontend Integration
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作者 Amirhossein Askarian Pascal Burasa Ke Wu 《Electromagnetic Science》 2024年第1期63-76,共14页
We propose and investigate a methodology based on convolved electric and magnetic currents for the generation of multi-band responses over a space-shared radiating surface.First,a single wideband antenna operation pri... We propose and investigate a methodology based on convolved electric and magnetic currents for the generation of multi-band responses over a space-shared radiating surface.First,a single wideband antenna operation principle based on inter-leaved dipole and slot modes is studied and analyzed using full-wave simulations followed by a qualitative time domain analysis.Subsequently,a 2×2 dual-band radiating unit is conceived and developed by closely arranging single wideband antennas.In this case,multimode resonances are generated in a lower frequency band by a proper convolving and coupling of the magnetic and electric currents realized in the gaps between the antennas and on the surface of the antennas,respectively.This methodology can be deployed repeatedly to build up a self-scalable topology by reusing the electromagnetically(EM)connected radiating surfaces and gaps be-tween the radiating units.Due to the efficient reuse of the electromagnetic region for the development of multiband radiation,a high aperture-reuse efficiency is achieved.Finally,as a proof of concept,a 2×4 dual-band array operating in Ku-and Ka-bands is devel-oped and fabricated by a linear arrangement of the two developed radiating units.Our measurement results show that the proposed antenna array provides impedance and gain bandwidths of 30%and 25.4%in the Ku-band and 10.65%and 8.52%in the Ka-band,respectively. 展开更多
关键词 Aperture-shared array Aperture-reused efficiency Antenna-frontend integration Dual-band antenna Magneto-electric dipole antenna multi-mode resonance Multi-band array Multi-functional antenna Wideband antenna array
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Advances in longitudinal studies of amnestic mild cognitive impairment and Alzheimer's disease based on multi-modal MRI techniques 被引量:8
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作者 Zhongjie Hu Liyong Wu +1 位作者 Jianping Jia Ying Han 《Neuroscience Bulletin》 SCIE CAS CSCD 2014年第2期198-206,共9页
Amnestic mild cognitive impairment (aMCI) is a prodromal stage of Alzheimer's disease (AD), and 75%-80% of aMCI patients finally develop AD. So, early identification of patients with aMCI or AD is of great signif... Amnestic mild cognitive impairment (aMCI) is a prodromal stage of Alzheimer's disease (AD), and 75%-80% of aMCI patients finally develop AD. So, early identification of patients with aMCI or AD is of great significance for prevention and intervention. According to cross-sectional studies, it is known that the hippocampus, posterior cingulate cortex, and corpus callosum are key areas in studies based on structural MRI (sMRI), functional MRI (fMRI), and diffusion tensor imaging (DTI) respectively. Recently, longitudinal studies using each MRI modality have demonstrated that the neuroimaging abnormalities generally involve the posterior brain regions at the very beginning and then gradually affect the anterior areas during the progression of aMCI to AD. However, it is not known whether follow-up studies based on multi-modal neuroimaging techniques (e.g., sMRI, fMRI, and DTI) can help build effective MRI models that can be directly applied to the screening and diagnosis of aMCI and AD. Thus, in the future, large-scale multi-center follow-up studies are urgently needed, not only to build an MRI diagnostic model that can be used on a single person, but also to evaluate the variability and stability of the model in the general population. In this review, we present longitudinal studies using each MRI modality separately, and then discuss the future directions in this field. 展开更多
关键词 magnetic resonance imaging amnestic mild cognitive impairment Alzheimer's disease multi-modALITY longitudinal studies
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Can multi-modal neuroimaging evidence from hippocampus provide biomarkers for the progression of amnestic mild cognitive impairment? 被引量:4
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作者 Jiu Chen Zhijun Zhang Shijiang Li 《Neuroscience Bulletin》 SCIE CAS CSCD 2015年第1期128-140,共13页
Impaired structure and function of the hippocampus is a valuable predictor of progression from amnestic mild cognitive impairment(a MCI) to Alzheimer's disease(AD). As a part of the medial temporal lobe memory sy... Impaired structure and function of the hippocampus is a valuable predictor of progression from amnestic mild cognitive impairment(a MCI) to Alzheimer's disease(AD). As a part of the medial temporal lobe memory system,the hippocampus is one of the brain regions affected earliest by AD neuropathology,and shows progressive degeneration as a MCI progresses to AD. Currently,no validated biomarkers can precisely predict the conversion from a MCI to AD. Therefore,there is a great need of sensitive tools for the early detection of AD progression. In this review,we summarize the specifi c structural and functional changes in the hippocampus from recent a MCI studies using neurophysiological and neuroimaging data. We suggest that a combination of advanced multi-modal neuroimaging measures in discovering biomarkers will provide more precise and sensitive measures of hippocampal changes than using only one of them. These will potentially affect early diagnosis and disease-modifying treatments. We propose a new sequential and progressive framework in which the impairment spreads from the integrity of fibers to volume and then to function in hippocampal subregions. Meanwhile,this is likely to be accompanied by progressive impairment of behavioral and neuropsychological performance in the progression of a MCI to AD. 展开更多
关键词 Alzheimer's disease amnestic mild cognitive impairment hippocampus episodic memory functional magnetic resonance imaging structural magnetic resonance imaging diffusion tensor imaging multi-modal MRI biomarker
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Thoughts on neurophysiological signal analysis and classification 被引量:1
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作者 Junhua Li 《Brain Science Advances》 2020年第3期210-223,共14页
Neurophysiological signals are crucial intermediaries,through which brain activity can be quantitatively measured and brain mechanisms are able to be revealed.In particular,non-invasive neurophysiological signals,such... Neurophysiological signals are crucial intermediaries,through which brain activity can be quantitatively measured and brain mechanisms are able to be revealed.In particular,non-invasive neurophysiological signals,such as electroencephalogram(EEG)and functional magnetic resonance imaging(f MRI),are welcomed and frequently utilised in various studies since these signals can be non-invasively recorded without harming the human brain while they convey abundant information pertaining to brain activity.The recorded neurophysiological signals are analysed to mine meaningful information for the understanding of brain mechanisms or are classified to distinguish different patterns(e.g.,different cognitive states,brain diseases versus healthy controls).To date,remarkable progress has been made in both the analysis and classification of neurophysiological signals,but scholars are not feeling complacent.Consistent effort ought to be paid to advance the research of analysis and classification based on neurophysiological signals.In this paper,I express my thoughts regarding promising future directions in neurophysiological signal analysis and classification based on current developments and accomplishments.I will elucidate the thoughts after brief summaries of relevant backgrounds,accomplishments,and tendencies.According to my personal selection and preference,I mainly focus on brain connectivity,multidimensional array(tensor),multi-modality,multiple task classification,deep learning,big data,and naturalistic experiment.Hopefully,my thoughts could give a little help to inspire new ideas and contribute to the research of the analysis and classification of neurophysiological signals in some way. 展开更多
关键词 electroencephalogram(EEG) magnetic resonance imaging(MRI) TENSOR brain connectivity multiple tasks multi-modALITY classification big data deep learning naturalistic experiment
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