Cargando…

MGMSN: Multi-Granularity Matching Model Based on Siamese Neural Network

Aiming to overcome the shortcomings of the existing text matching algorithms, in this research, we have studied the related technologies of sentence matching and dialogue retrieval and proposed a multi-granularity matching model based on Siamese neural networks. This method considers both deep seman...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Xin, Yang, Huimin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Bioengineering and Biotechnology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996057/ https://www.ncbi.nlm.nih.gov/pubmed/35419356 http://dx.doi.org/10.3389/fbioe.2022.839586

Ejemplares similares

A siamese network-based approach for vehicle pose estimation
por: Zhao, Haoyi, et al.
Publicado: (2022)

Exploiting multi-granularity visual features for retinal layer segmentation in human eyes
por: He, Xiang, et al.
Publicado: (2023)

Neural-Network-Based Model-Free Calibration Method for Stereo Fisheye Camera
por: Cao, Yuwei, et al.
Publicado: (2022)

Granular Carbon-Based Electrodes as Cathodes in Methane-Producing Bioelectrochemical Systems
por: Liu, Dandan, et al.
Publicado: (2018)

A Transendothelial Leukocyte Transmigration Model Based on Computational Fluid Dynamics and BP Neural Network
por: Chi, Qingjia, et al.
Publicado: (2022)

Multi-Stream Convolutional Neural Network-Based Wearable, Flexible Bionic Gesture Surface Muscle Feature Extraction and Recognition
por: Liu, Wansu, et al.
Publicado: (2022)

Discovering Interdisciplinary Research Based on Neural Networks
por: He, Tao, et al.
Publicado: (2022)

Prediction of Drug–Target Interactions From Multi-Molecular Network Based on Deep Walk Embedding Model
por: Chen, Zhan-Heng, et al.
Publicado: (2020)

Automatic segmentation of mandibular canal using transformer based neural networks
por: Lv, Jinxuan, et al.
Publicado: (2023)

Multi-Task Learning Based on Stochastic Configuration Networks
por: Dong, Xue-Mei, et al.
Publicado: (2022)

Pan-Cancer Classification Based on Self-Normalizing Neural Networks and Feature Selection
por: Li, Junyi, et al.
Publicado: (2020)

Technological parameter optimization for walnut shell-kernel winnowing device based on neural network
por: Li, Hao, et al.
Publicado: (2023)

Influence of the parameters of the convolutional neural network model in predicting the effective compressive modulus of porous structure
por: Lu, Yongtao, et al.
Publicado: (2022)

Retinal Vessel Segmentation Algorithm Based on Residual Convolution Neural Network
por: Xu, Shuang, et al.
Publicado: (2021)

Chemical Neural Networks Inside Synthetic Cells? A Proposal for Their Realization and Modeling
por: Gentili, Pier Luigi, et al.
Publicado: (2022)

Neural Network Model of Vestibular Nuclei Reaction to Onset of Vestibular Prosthetic Stimulation
por: DiGiovanna, Jack, et al.
Publicado: (2016)

Corrigendum: Multi-task learning based on Stochastic Configuration Networks
por: Dong, Xue-Mei, et al.
Publicado: (2023)

Prediction of drug sensitivity based on multi-omics data using deep learning and similarity network fusion approaches
por: Liu, Xiao-Ying, et al.
Publicado: (2023)

Designing anisotropic porous bone scaffolds using a self-learning convolutional neural network model
por: Lu, Yongtao, et al.
Publicado: (2022)

Neural Network-Based Optimization of an Acousto Microfluidic System for Submicron Bioparticle Separation
por: Talebjedi, Bahram, et al.
Publicado: (2022)

Real-Time Target Detection Method Based on Lightweight Convolutional Neural Network
por: Yun, Juntong, et al.
Publicado: (2022)

Similarity matching of medical question based on Siamese network
por: Li, Qing, et al.
Publicado: (2023)

Multi-network collaborative lift-drag ratio prediction and airfoil optimization based on residual network and generative adversarial network
por: Zhao, Xiaoyu, et al.
Publicado: (2022)

Inferring Disease-Associated Microbes Based on Multi-Data Integration and Network Consistency Projection
por: Fan, Yongxian, et al.
Publicado: (2020)

Automated segmentation of vertebral cortex with 3D U-Net-based deep convolutional neural network
por: Li, Yang, et al.
Publicado: (2022)

Assessing the Impact of Color Normalization in Convolutional Neural Network-Based Nuclei Segmentation Frameworks
por: Pontalba, Justin Tyler, et al.
Publicado: (2019)

Hyaluronic acid-based bioink improves the differentiation and network formation of neural progenitor cells
por: Pereira, Inês, et al.
Publicado: (2023)

Interfacing Neural Network Components and Nucleic Acids
por: Lissek, Thomas
Publicado: (2017)

Dynamic Gesture Recognition Using Surface EMG Signals Based on Multi-Stream Residual Network
por: Yang, Zhiwen, et al.
Publicado: (2021)

A Neural Network Framework for Predicting the Tissue-of-Origin of 15 Common Cancer Types Based on RNA-Seq Data
por: He, Binsheng, et al.
Publicado: (2020)

Development, Validation and Comparison of Artificial Neural Network Models and Logistic Regression Models Predicting Survival of Unresectable Pancreatic Cancer
por: Tong, Zhou, et al.
Publicado: (2020)

DWPPI: A Deep Learning Approach for Predicting Protein–Protein Interactions in Plants Based on Multi-Source Information With a Large-Scale Biological Network
por: Pan, Jie, et al.
Publicado: (2022)

Soft integration of a neural cells network and bionic interfaces
por: Zhang, Jixiang, et al.
Publicado: (2022)

Estimation of Gait Mechanics Based on Simulated and Measured IMU Data Using an Artificial Neural Network
por: Mundt, Marion, et al.
Publicado: (2020)

Photoelastic Stress Field Recovery Using Deep Convolutional Neural Network
por: Tao, Bo, et al.
Publicado: (2022)

Matching sensor ontologies through siamese neural networks without using reference alignment
por: Xue, Xingsi, et al.
Publicado: (2021)

A benchmark study of convolutional neural networks in fully automatic segmentation of aortic root
por: Yang, Tingting, et al.
Publicado: (2023)

A cell adhesion-promoting multi-network 3D printing bio-ink based on natural polysaccharide hydrogel
por: Qi, Yong, et al.
Publicado: (2022)

Statistical multi-level shape models for scalable modeling of multi-organ anatomies
por: Khan, Nawazish, et al.
Publicado: (2023)

Development of constrictional microchannels and the recurrent neural network in single-cell protein analysis
por: Zhang, Ting, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_1rtr2ooffd408nv1qusegr95gb