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41“…The best classification performance is achieved by fusing the depth features output from the ConvNeXt-Base deep network model with shallow features using the proposed FA-Net network, which improved the average accuracy by 15.34 and 10.19 percentage points, respectively, compared with the original ConvNeXt-Base model and the shallow feature-based recognition model. …”
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42“…Firstly, the CBAM is embedded in the ResNeXt50 network to enhance the extraction of image channels and spatial features. …”
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43por Landeira-Viñuela, Alicia, Díez, Paula, Juanes-Velasco, Pablo, Lécrevisse, Quentin, Orfao, Alberto, De Las Rivas, Javier, Fuentes, Manuel“…Here, 5672 unique proteins were systematically identified by MS/MS analysis and subcellular protein extraction strategies (neXtProt release 2020-21, MS/MS data are available via ProteomeXchange with identifier PXD003939). …”
Publicado 2021
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44por Tariq, Hassan, Rashid, Muhammad, Javed, Asfa, Zafar, Eeman, Alotaibi, Saud S., Zia, Muhammad Yousuf Irfan“…We employ five convolutional-neural-network-based designs (AlexNet, GoogleNet, Inception V4, Inception ResNet V2 and ResNeXt-50). A collection of DR pictures is created. …”
Publicado 2021
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45por Zheng, Yuanzhou, Zhang, Yuanfeng, Qian, Long, Zhang, Xinzhu, Diao, Shitong, Liu, Xinyu, Cao, Jingxin, Huang, Haichao“…And then, a more efficient CNeB is designed based on the ConvNeXt-Block module of the ConvNeXt network to replace the original feature fusion module of YOLOv5s, which improves the spatial interaction ability of feature information and further reduces the complexity of the model. …”
Publicado 2023
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46“…We propose an ensemble of Convolutional Neural Networks (CNNs) combining Squeeze and Excitation–based Residual Networks with the next dimension (SE-ResNeXT) and Long Short-Term Memory (LSTM) Networks in order to address this issue. …”
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47“…The SSFPD uses the reduced ResNeXt to improve classification performance of the network and retain more detailed information for small-sized vehicle logo detection. …”
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48“…TbsNet can be competent for some downstream tasks in computer vision, such as medical image segmentation, and thus is competitive with prior state-of-the-art deep networks such as ResNet, ResNeXt, RepVgg, ParNet, ConvNeXt, and MobileNet.…”
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49“…The INLM (integration nonlocal means) filtering algorithm, for example, decreases the interference of surrounding noise on the features. Then, utilizing ResNeXt50 as the backbone, we create DCCAM-MRNet, a novel tomato image recognition network. …”
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50“…The FLOPS and parameters are only 30.7% and 30.6% of ConvNeXt-Tiny respectively, indicating that the model can quickly and effectively classify JSD and is of great practical value.…”
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51por Mondal, Sambit S., Mandal, Nirupama, Singh, Krishna Kant, Singh, Akansha, Izonin, Ivan“…The ResNeXt model is an improvement over the existing ResNet models. …”
Publicado 2022
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52Publicado 2017“…Steve Jobs created a NeXT generation operating system. The NeXTstation provides functionality that other computers are just providing today.The NS Color I/O cable attaches to the back of the computer on one end and on the other end the cable is split to connect to the display and the Sound Box. …”
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53por Upson, Linus“…He was also an engineer at NeXT during the beginnings of the web and at Netscape during the browser wars of the 1990s. …”
Publicado 2019
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54“…This study proposed the use of four vision transformers namely ConvNeXT, MobileNet, Swin, and ViT using sMRI modalities. …”
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55“…The ConvNeXt model was trained using training (N=4,937 images) and validation (N=619 images) sets for 15 epochs. …”
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56por Cusin, Isabelle, Teixeira, Daniel, Zahn-Zabal, Monique, Rech de Laval, Valentine, Gleizes, Anne, Viassolo, Valeria, Chappuis, Pierre O., Hutter, Pierre, Bairoch, Amos, Gaudet, Pascale“…For benign variants, 77% of ClinVar benign variants, for which neXtProt Cancer variant portal has data, shows either no or mild experimental functional defects. …”
Publicado 2018
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57por Figueiredo, Rebeca Queiroz, del Ser, Sara Díaz, Raschka, Tamara, Hofmann-Apitius, Martin, Kodamullil, Alpha Tom, Mubeen, Sarah, Domingo-Fernández, Daniel“…Finally, we have released our data and scripts at https://zenodo.org/record/5831786 and https://github.com/ContNeXt/, respectively and developed ContNeXt (https://contnext.scai.fraunhofer.de/), a web application to explore the networks generated in this work. …”
Publicado 2022
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58por Santos, Luiz, Junior, José Marcato, Zamboni, Pedro, Santos, Mateus, Jank, Liana, Campos, Edilene, Matsubara, Edson Takashi“…Six architectures were evaluated, including AlexNet, ResNet (18, 34, and 50 layers), ResNeXt101, and DarkNet. The best regression model showed a mean absolute error of 7.70 and a correlation of 0.89. …”
Publicado 2022
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59“…In particular, we propose the NeXt backbone for extraction and fusion of image features. …”
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60Publicado 2016“…In particular, SIB's Bioinformatics resource portal ExPASy features over 150 resources, including UniProtKB/Swiss-Prot, ENZYME, PROSITE, neXtProt, STRING, UniCarbKB, SugarBindDB, SwissRegulon, EPD, arrayMap, Bgee, SWISS-MODEL Repository, OMA, OrthoDB and other databases, which are briefly described in this article.…”
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