Cargando…

An improved multi-input deep convolutional neural network for automatic emotion recognition

Current decoding algorithms based on a one-dimensional (1D) convolutional neural network (CNN) have shown effectiveness in the automatic recognition of emotional tasks using physiological signals. However, these recognition models usually take a single modal of physiological signal as input, and the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Peiji, Zou, Bochao, Belkacem, Abdelkader Nasreddine, Lyu, Xiangwen, Zhao, Xixi, Yi, Weibo, Huang, Zhaoyang, Liang, Jun, Chen, Chao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577494/ https://www.ncbi.nlm.nih.gov/pubmed/36267236 http://dx.doi.org/10.3389/fnins.2022.965871

Ejemplares similares

Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

Corrigendum: Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

A comparative analysis of sleep spindle characteristics of sleep-disordered patients and normal subjects
por: Chen, Chao, et al.
Publicado: (2023)

Automatic Facial Recognition of Williams-Beuren Syndrome Based on Deep Convolutional Neural Networks
por: Liu, Hui, et al.
Publicado: (2021)

Hierarchical fusion detection algorithm for sleep spindle detection
por: Chen, Chao, et al.
Publicado: (2023)

Emotion Recognition of Online Education Learners by Convolutional Neural Networks
por: Ye, Fulan
Publicado: (2022)

Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer
por: Ullah, Rizwan, et al.
Publicado: (2023)

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition
por: Zhang, Hua, et al.
Publicado: (2021)

Automatic Recognition of Road Damage Based on Lightweight Attentional Convolutional Neural Network
por: Liang, Han, et al.
Publicado: (2022)

Efficacy Evaluation of Neurofeedback-Based Anxiety Relief
por: Chen, Chao, et al.
Publicado: (2021)

Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging
por: Hsu, Shih-Tien, et al.
Publicado: (2022)

Speaker Recognition Using Constrained Convolutional Neural Networks in Emotional Speech
por: Simić, Nikola, et al.
Publicado: (2022)

Impact of Feature Selection Algorithm on Speech Emotion Recognition Using Deep Convolutional Neural Network
por: Farooq, Misbah, et al.
Publicado: (2020)

Automatic Concrete Damage Recognition Using Multi-Level Attention Convolutional Neural Network
por: Shin, Hyun Kyu, et al.
Publicado: (2020)

Deep vector-based convolutional neural network approach for automatic recognition of colonies of induced pluripotent stem cells
por: Kavitha, Muthu Subash, et al.
Publicado: (2017)

MRI Compatibility: Automatic Brain Shunt Valve Recognition using Feature Engineering and Deep Convolutional Neural Networks
por: Giancardo, Luca, et al.
Publicado: (2018)

Fully automatic wound segmentation with deep convolutional neural networks
por: Wang, Chuanbo, et al.
Publicado: (2020)

EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels
por: Phan, Tran-Dac-Thinh, et al.
Publicado: (2021)

Cascaded Convolutional Neural Network Architecture for Speech Emotion Recognition in Noisy Conditions
por: Nam, Youngja, et al.
Publicado: (2021)

Convolutional-de-convolutional neural networks for recognition of surgical workflow
por: Chen, Yu-wen, et al.
Publicado: (2022)

Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition
por: Fang, Yinfeng, et al.
Publicado: (2021)

Automatic Pharyngeal Phase Recognition in Untrimmed Videofluoroscopic Swallowing Study Using Transfer Learning with Deep Convolutional Neural Networks
por: Lee, Ki-Sun, et al.
Publicado: (2021)

A Classroom Emotion Recognition Model Based on a Convolutional Neural Network Speech Emotion Algorithm
por: Yuan, Qinying
Publicado: (2022)

Deep convolutional neural networks for regular texture recognition
por: Liu, Ni, et al.
Publicado: (2022)

Noninvasive Electroencephalogram Based Control of a Robotic Arm for Writing Task Using Hybrid BCI System
por: Gao, Qiang, et al.
Publicado: (2017)

Neural Processing Mechanism of Mental Calculation Based on Cerebral Oscillatory Changes: A Comparison Between Abacus Experts and Novices
por: Belkacem, Abdelkader Nasreddine, et al.
Publicado: (2020)

On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
por: Jamil, Nuraini, et al.
Publicado: (2022)

Decoding Multi-Class Motor Imagery and Motor Execution Tasks Using Riemannian Geometry Algorithms on Large EEG Datasets
por: Shuqfa, Zaid, et al.
Publicado: (2023)

Online Doctor Recommendation with Convolutional Neural Network and Sparse Inputs
por: Yan, Yongjie, et al.
Publicado: (2020)

Guiding the retraining of convolutional neural networks against adversarial inputs
por: Durán, Francisco, et al.
Publicado: (2023)

Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network
por: Pan, Bo, et al.
Publicado: (2021)

Emotion recognition based on group phase locking value using convolutional neural network
por: Cui, Gaochao, et al.
Publicado: (2023)

Speech emotion recognition based on improved masking EMD and convolutional recurrent neural network
por: Sun, Congshan, et al.
Publicado: (2023)

EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition
por: Lee, James Ren, et al.
Publicado: (2021)

Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks
por: Fu, Hao, et al.
Publicado: (2021)

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
por: Minaee, Shervin, et al.
Publicado: (2021)

STDP-based adaptive graph convolutional networks for automatic sleep staging
por: Zhao, Yuan, et al.
Publicado: (2023)

Fuzzy Model for the Automatic Recognition of Human Dendritic Cells
por: Braiki, Marwa, et al.
Publicado: (2023)

Hypertuned Deep Convolutional Neural Network for Sign Language Recognition
por: Mannan, Abdul, et al.
Publicado: (2022)

Construction and Analysis of Emotion Recognition and Psychotherapy System of College Students under Convolutional Neural Network and Interactive Technology
por: Chen, Minwei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_m9qm4emp779j313fjqr4l5m44h