Articles

Optimizing Reservoir Computers for Signal Classification

in Fractal Physiology

• Thomas L. Carroll

Epilepsy EEG Signal Classification Algorithm Based on Improved RBF

in Neuroprosthetics

• Dongmei Zhou
• Xuemei Li

High accuracy EEG signal classification for brain computer interfaces using advanced neural architectures

in Brain Imaging Methods

• Daicheng Lin
• Qi Zhang
• Huan Chen
• Yanjie Lu
• Haiting Chen
• Lianfeng Li
• Abdulilah Mohammad Mayet
• Guodao Zhang
• Xinjun Miao
• Xianke Qiu

Comparative study of time-frequency transformation methods for ECG signal classification

in Biomedical Signal Processing

• Min-Seo Song
• Seung-Bo Lee

Noise Robustness Low-Rank Learning Algorithm for Electroencephalogram Signal Classification

in Brain Imaging Methods

• Ming Gao
• Runmin Liu
• Jie Mao

A Dynamic Multi-Scale Network for EEG Signal Classification

in Neuroprosthetics

• Guokai Zhang
• Jihao Luo
• Letong Han
• Zhuyin Lu
• Rong Hua
• Jianqing Chen
• Wenliang Che

A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network

• Mengze Wu
• Yongdi Lu
• Wenli Yang
• Shen Yuong Wong

GNSS NLOS Signal Classification Based on Machine Learning and Pseudorange Residual Check

in Smart Sensor Networks and Autonomy

• Tomohiro Ozeki
• Nobuaki Kubo

A review of lightweight convolutional neural networks for ultrasound signal classification

in Computational Physiology and Medicine

• Bokun Zhang
• Zhengping Li
• Yuwen Hao
• Lijun Wang
• Xiaoxue Li
• Yuan Yao

Advanced EEG signal classification for neural prosthetic devices using metaheuristic and deep learning techniques

in Health Informatics

• Thippagudisa Kishore Babu
• Damodar Reddy Edla
• Suresh Dara
• Mohan Allam

EEGGAN-Net: enhancing EEG signal classification through data augmentation

in Brain-Computer Interfaces

• Jiuxiang Song
• Qiang Zhai
• Chuang Wang
• Jizhong Liu

Underwater acoustic signal classification based on a spatial–temporal fusion neural network

in Ocean Observation

• Yan Wang
• Jing Xiao
• Xiao Cheng
• Qiang Wei
• Ning Tang

Transferred Subspace Learning Based on Non-negative Matrix Factorization for EEG Signal Classification

in Neuroprosthetics

• Aimei Dong
• Zhigang Li
• Qiuyu Zheng

Auto-Weighted Multi-View Discriminative Metric Learning Method With Fisher Discriminative and Global Structure Constraints for Epilepsy EEG Signal Classification

in Neuroprosthetics

• Jing Xue
• Xiaoqing Gu
• Tongguang Ni

Correction: Advanced EEG signal classification for neural prosthetic devices using metaheuristic and deep learning techniques

in Health Informatics

• Thippagudisa Kishore Babu
• Damodar Reddy Edla
• Suresh Dara
• Mohan Allam

Singular spectrum analysis of near-infrared spectroscopy signal classification for mental arithmetic and rest state

in Biomedical Signal Processing

• Kanwardeep Singh Gahlot
• Anukul Pandey
• Sachin Taran
• Rahul Thakur