In recent years,Visual Question Answering(VisualQA) has gradually become one of the research hotspots of video understanding,but most of the researches are mainly focused on Image Question Answering(ImageQA),while...
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In recent years,Visual Question Answering(VisualQA) has gradually become one of the research hotspots of video understanding,but most of the researches are mainly focused on Image Question Answering(ImageQA),while fewer researches pay attention to Video Question Answering(VideoQA).Inspired by the ImageQA model,we propose a model,which utilizes videos and questions to generate *** also redesign and simplify the Joint Sequence Fusion(JSFusion) model for our soft-attention mechanism called Frame Attention which can refines its attention on the frame object with the help of *** Attention first fused the multi-modal features by the Hadamard product,and then generated attention probability by *** addition,a new training strategy for the ZJL dataset is also proposed,and can take full advantage of all the answers of the questions for *** show the advantages of our model and accuracy of 0.509 is achieved.
This paper presents the method of our submission to the ISBI 2019 Challenge for the task of classification of normal versus malignant cells in B-ALL white blood cancer microscopic *** aimed to combine convolutional ne...
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This paper presents the method of our submission to the ISBI 2019 Challenge for the task of classification of normal versus malignant cells in B-ALL white blood cancer microscopic *** aimed to combine convolutional neural networks with several state-of-the-art ***,we fine-tuned pretrained deep learning networks including Res Net and DenseNet for this *** is one of the major problems for this *** solve overfitting by using the gradient norm clipping and the cosine annealing learning rate schedule with restarts,which have a significant impact on the performance of our deep neural *** importantly,adaptive pooling layer is used in our *** this modification,models are able to adapt to images of any *** ensemble of deep models achieved a 0.8570 weighted-f1 score on the preliminary test set reported by the test server.
A sixth-order symmetric Chebyshev bandpass filter applied to the 5G mobile networks is proposed in this paper. The presented BPF based the substrate integrated waveguide (SIW) has low insertion loss, low cost and high...
A sixth-order symmetric Chebyshev bandpass filter applied to the 5G mobile networks is proposed in this paper. The presented BPF based the substrate integrated waveguide (SIW) has low insertion loss, low cost and high selectivity. The even-order Chebyshev polynomial is modified and adopted to analysis the design of the this presented filter. This filter is designed by using a single-layer Rogers RT/Duroid 5880 substrate with thickness of 0.254mm. The area of the presented BPF is 33.36mm ×5mm. The simulation results show that the return loss is better than 13 dB, the insertion loss is lower than 0.6 dB, the out-of-band rejection is better than 30 dB in the interval below 35.8GHz and above 46.9GHz. The results show that the proposed even-order Chebyshev polynomial is correct.
A continuous tunable low loss phase shifter with a relative phase shift range of 360° is presented in this paper. This phase shifter consists 3-bit digital phase shifter cell and a 45° continuous tunable ana...
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ISBN:
(数字)9781728129938
ISBN:
(纸本)9781728129945
A continuous tunable low loss phase shifter with a relative phase shift range of 360° is presented in this paper. This phase shifter consists 3-bit digital phase shifter cell and a 45° continuous tunable analog phase shifter cell. A SPDT switch is used to switch the signal path. The composite right/left hand transmission line is employed in analog phase shifter cell to achieve the low path loss and the compact layout. The proposed phase shifter is implemented with 0.15 um GaAs pHEMT process. The maximum power consumption of the phase shifter is 63 mW with a 2.5 V supply voltage. The post layout simulation shows that the phase shifter achieves 360° phase shift, and the phase error is better than 2.62° of the 3-bit digital phase shifter and the loss is better than -12.8 dB. The proposed phase shifter achieves an operating bandwidth of 37-42GHz which can be applied to the 5G communication.
This paper investigated the DC and rf performance of the In P double heterojunction bipolar transistors(DHBTs)transferred to rf CMOS wafer *** measurement results show that the maximum values of the DC current gain ...
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This paper investigated the DC and rf performance of the In P double heterojunction bipolar transistors(DHBTs)transferred to rf CMOS wafer *** measurement results show that the maximum values of the DC current gain of a substrate transferred device had one emitter finger,of 0.8μm in width and 5μm in length,are changed unobviously,while the cut-off frequency and the maximum oscillation frequency are decreased from 220to 171 GHz and from 204 to 154 GHz,*** order to have a detailed insight on the degradation of the rf performance,small-signal models for the In P DHBT before and after substrate transferred are presented and comparably *** extracted results show that the degradation of the rf performance of the device transferred to rf CMOS wafer substrate are mainly caused by the additional introduced substrate parasitics and the increase of the capacitive parasitics induced by the substrate transfer process itself.
This paper presents an 80∼101GHz low-noise amplifier (LNA) with 65-nm CMOS process. The first stage of the proposed low noise amplifier employs a novel amplifier structure to improve the noise figure and gain, which ...
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A 128.76GHz-129.56GHz fundamental voltage control oscillator (VCO) is presented in this paper. An improved transformer-coupled resonant tank that consists a transformer-based switch inductor and a differential varacto...
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ISBN:
(数字)9781728129938
ISBN:
(纸本)9781728129945
A 128.76GHz-129.56GHz fundamental voltage control oscillator (VCO) is presented in this paper. An improved transformer-coupled resonant tank that consists a transformer-based switch inductor and a differential varactor using the common-cathode structure is used to achieve the high quality factor of the differential varactor and improve the tuning range of this VCO. This VCO is fabricated on 65 nm CMOS process. It consumes 11.2 mW from a 1.4 V supply. The measurement results show that the tuning range is 0.8 GHz and the output power ranges from -11.8 dBm to -10.6 dBm.
In this paper, a 3.3 GHz - 3.8 GHz Monolithic Microwave Integrated Circuit (MMIC) power amplifier (PA) using a 0.25μm GaN on SiC high electron mobility transistor (HEMT) technology for 5G communication system is prop...
In this paper, a 3.3 GHz - 3.8 GHz Monolithic Microwave Integrated Circuit (MMIC) power amplifier (PA) using a 0.25μm GaN on SiC high electron mobility transistor (HEMT) technology for 5G communication system is proposed. The stabilization of the circuit structure is composed of parallel connection of a resistance and a capacitance which called RC stabilization circuits. Determination the optimal impedance matching using Load-Pull. This project measured results demonstrated that the average Pout of 18.12 dBm, an average large signal gain of 8.72 dB over frequency band with a great harmonic isolation that the second harmonic is -25.67 dBc@3.55 GHz and the third harmonic is -46.61 dBc@3.55 GHz. The power amplifier chip is integrated into a 1.0mm×2.6mm QFN package including rf pad.
In this paper, the main content revolves round the on-state characteristics of the variation of a lateral width(VLW) LDMOS device. A three-dimensional numerical analysis is performed to investigate the specific onresi...
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In this paper, the main content revolves round the on-state characteristics of the variation of a lateral width(VLW) LDMOS device. A three-dimensional numerical analysis is performed to investigate the specific onresistance of the VLW LDMOS device, the simulation results are in good agreement with the analytical calculation results combined with device dimensions. This provides a theoretical basis for the design of devices in the future. Then the self-heating effect of the VLW structure with a silicon-on-oxide(SOI) substrate is compared with that of a silicon carbide(SiC) substrate by 3 D thermoelectric simulation. The electrical characteristic and temperature distribution indicate that taking into account the SiC as the substrate can mitigate the self-heating penalty effectively, alleviating the self heating effect and improving reliability.
In this paper, a scalable large-signal AgilentHBT (AHBT) model for GaAs HBTs is presented. The model parameters can be scaled to describe devices of different physical dimension by using simple empirical equations, wi...
In this paper, a scalable large-signal AgilentHBT (AHBT) model for GaAs HBTs is presented. The model parameters can be scaled to describe devices of different physical dimension by using simple empirical equations, with all the variables in which being extracted directly from the measured data of various dimension. The correctness of the scalable model is further verified by four devices of different widths with good fitting between measured and simulated results on DC, CV, Ft and S parameters over the frequency range over 0.1-20 GHz. The good agreement offers a much wider range of options for optimizing high-speed circuits.
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