Multi-modal bioelectrical signal fusion analysis based on different acquisition devices and scene settings: Overview, challenges, and novel orientation

Improving P300 Speller performance by means of optimization and machine learning

(2021) Luigi Bianchi et al.   ANNALS OF OPERATIONS RESEARCH

Region- and Pixel-Level Multi-Focus Image Fusion through Convolutional Neural Networks

(2021) Wenyi Zhao et al.   MOBILE NETWORKS & APPLICATIONS

A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print

(2021) Javad Khodadoust et al.   EXPERT SYSTEMS WITH APPLICATIONS

Medical image fusion using Transfer Learning and L‐BFGS optimization algorithm

(2021) Jionghui Jiang et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Effect of number and placement of EEG electrodes on measurement of neural tracking of speech

(2021) Jair Montoya-Martínez et al.   PLoS One

Multi-Sensor Fusion for Underwater Vehicle Localization by Augmentation of RBF Neural Network and Error-State Kalman Filter

(2021) Nabil Shaukat et al.   SENSORS

A Novel Approach Based on EMD to improve the Performance of SSVEP Based BCI System

(2021) Mukesh Kumar Ojha et al.   WIRELESS PERSONAL COMMUNICATIONS

Spatial cognitive ability is associated with transitory movement speed but not straightness during the early stages of exploration

(2021) Christine E. Beardsworth et al.   Royal Society Open Science

Dual-modal and multi-scale deep neural networks for sleep staging using EEG and ECG signals

(2021) Ranqi Zhao et al.   Biomedical Signal Processing and Control

A novel signal to image transformation and feature level fusion for multimodal emotion recognition

(2021) Bahar Hatipoglu Yilmaz et al.   Biomedical Engineering-Biomedizinische Technik

Medical image fusion using segment graph filter and sparse representation

(2021) Qiaoqiao Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Use of common average reference and large-Laplacian spatial-filters enhances EEG signal-to-noise ratios in intrinsic sensorimotor activity

(2021) Shohei Tsuchimoto et al.   JOURNAL OF NEUROSCIENCE METHODS

Fusion Rules Effects on Lifetime Maximization of Multi-channel Cooperative Spectrum Sensing

(2021) Asma Bagheri et al.   WIRELESS PERSONAL COMMUNICATIONS

Behavioral and cognitive correlates of the aperiodic (1/f-like) exponent of the EEG power spectrum in adolescents with and without ADHD

(2021) Brendan D. Ostlund et al.   Developmental Cognitive Neuroscience

A dry electroencephalogram electrode for applications in steady-state visual evoked potential-based brain–computer interface systems

(2021) Phenghai Li et al.   BIOSENSORS & BIOELECTRONICS

Depression Diagnosis Modeling With Advanced Computational Methods: Frequency-Domain eMVAR and Deep Learning

(2021) Caglar Uyulan et al.   CLINICAL EEG AND NEUROSCIENCE

Interpolation of extremely sparse geo-data by data fusion and collaborative Bayesian compressive sampling

(2021) Jiabao Xu et al.   COMPUTERS AND GEOTECHNICS

Driver stress detection via multimodal fusion using attention-based CNN-LSTM

(2021) Luntian Mou et al.   EXPERT SYSTEMS WITH APPLICATIONS

EEG artifact rejection by extracting spatial and spatio-spectral common components

(2021) Bahman Abdi-Sargezeh et al.   JOURNAL OF NEUROSCIENCE METHODS

Multistage Bayesian fusion evaluation technique endorsing immersive virtual maintenance

(2021) Ge Zhexue et al.   MEASUREMENT

Uncertainty quantification and reduction in aircraft trajectory prediction using Bayesian-Entropy information fusion

(2021) Yuhao Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Multimodal medical image fusion review: Theoretical background and recent advances

(2021) Haithem Hermessi et al.   SIGNAL PROCESSING

Flexible Electrodes for In Vivo and In Vitro Electrophysiological Signal Recording

(2021) Mengjia Zhu et al.   Advanced Healthcare Materials

Multiscale Fusion Signal Extraction for Spaceborne Photon-Counting Laser Altimeter in Complex and Low Signal-to-Noise Ratio Scenarios

(2021) Yaming Nan et al.   IEEE Geoscience and Remote Sensing Letters

CFFNN: Cross Feature Fusion Neural Network for Collaborative Filtering

(2021) Ruiyun Yu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Sensor fusion based on Dempster‐Shafer theory of evidence using a large scale group decision making approach

(2020) Emrah Koksalmis et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

EEG microstates associated with intra- and inter-subject alpha variability

(2020) Pierpaolo Croce et al.   Scientific Reports

Grasping force prediction based on sEMG signals

(2020) Ruyi Ma et al.   Alexandria Engineering Journal

Intelligent human computer interaction based on non redundant EMG signal

(2020) Ying Sun et al.   Alexandria Engineering Journal

A Review of Multimodal Medical Image Fusion Techniques

(2020) Bing Huang et al.   Computational and Mathematical Methods in Medicine

Gesture Recognition Algorithm based on Multi-scale Feature Fusion in RGB-D Images

(2020) Sun Ying et al.   IET Image Processing

Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition

(2020) Chao Li et al.   INFORMATION PROCESSING & MANAGEMENT

DeepKey

(2020) Xiang Zhang et al.   ACM Transactions on Intelligent Systems and Technology

Feature-level fusion approaches based on multimodal EEG data for depression recognition

(2020) Hanshu Cai et al.   Information Fusion

Bayesian Fusion for Infrared and Visible Images

(2020) Zixiang Zhao et al.   SIGNAL PROCESSING

A new base basic probability assignment approach for conflict data fusion in the evidence theory

(2020) Ming Jing et al.   APPLIED INTELLIGENCE

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal

(2020) Fábio Mendonça et al.   Biomedical Signal Processing and Control

Correlated coupled matrix tensor factorization method for simultaneous EEG-fMRI data fusion

(2020) Raziyeh Mosayebi et al.   Biomedical Signal Processing and Control

High-density Electric Source Imaging of interictal epileptic discharges: How many electrodes and which time point?

(2020) Bernd J. Vorderwülbecke et al.   CLINICAL NEUROPHYSIOLOGY

Using the mobile brain/body imaging (MoBI) motion capture system to rapidly and accurately localize electroencephalography (EEG) electrodes in anatomic space

(2020) Kevin A. Mazurek et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

The Influence of the Stimulus Design on the Harmonic Components of the Steady-State Visual Evoked Potential

(2020) Benjamin Solf et al.   Frontiers in Human Neuroscience

Memory based fusion for multi-modal deep learning

(2020) Darshana Priyasad et al.   Information Fusion

A Novel Multi-scale Fusion Framework for Detail-preserving Low-light Image Enhancement

(2020) Yadong Xu et al.   INFORMATION SCIENCES

Empirical Bayes evaluation of fused EEG-MEG source reconstruction: Application to auditory mismatch evoked responses

(2020) Françoise Lecaignard et al.   NEUROIMAGE

Detection of coronary artery disease using multi-modal feature fusion and hybrid feature selection

(2020) Huan Zhang et al.   PHYSIOLOGICAL MEASUREMENT

Predicting medical image registration error through independent directions

(2020) Gorkem Saygili   Signal Image and Video Processing

Prediction of Human Inhibition Brain Function with Inter-Subject and Intra-Subject Variability

(2020) Rupesh Kumar Chikara et al.   Brain Sciences

The Validity of Steady-State Visual Evoked Potentials as Attention Tags and Input Signals: A Critical Perspective of Frequency Allocation and Number of Stimuli

(2020) Lu Wang et al.   Brain Sciences

Two-scale decomposition-based multifocus image fusion framework combined with image morphology and fuzzy set theory

(2020) Qian Jiang et al.   INFORMATION SCIENCES

Statistical decision theory and multiscale analyses of human brain data

(2020) D.A. Pinotsis   JOURNAL OF NEUROSCIENCE METHODS

Automatic sleep scoring: A deep learning architecture for multi-modality time series

(2020) Rui Yan et al.   JOURNAL OF NEUROSCIENCE METHODS

Optimal feature level fusion for secured human authentication in multimodal biometric system

(2020) Himanshu Purohit et al.   MACHINE VISION AND APPLICATIONS

Spatial fidelity of MEG/EEG source estimates: A general evaluation approach

(2020) John G. Samuelsson et al.   NEUROIMAGE

Assessing the dependence of the number of EEG channels in the brain networks’ modulations

(2020) Francesca Miraglia et al.   BRAIN RESEARCH BULLETIN

Efficient and accurate structural fusion of Bayesian networks

(2020) José M. Puerta et al.   Information Fusion

Spatial localization of EEG electrodes using 3D scanning

(2019) Gaia Amaranta Taberna et al.   Journal of Neural Engineering

A novel feature extraction method for machine learning based on surface electromyography from healthy brain

(2019) Gongfa Li et al.   NEURAL COMPUTING & APPLICATIONS

EEG-based user identification system using 1D-convolutional long short-term memory neural networks

(2019) Yingnan Sun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Design of smart EEG cap

(2019) Bor-Shing Lin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A new algorithm for blink correction adaptive to inter- and intra-subject variability

(2019) E. Guttmann-Flury et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning

(2019) Wentao Wei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A new divergence measure for belief functions in D–S evidence theory for multisensor data fusion

(2019) Fuyuan Xiao   INFORMATION SCIENCES

Application of PSO-RBF neural network in gesture recognition of continuous surface EMG signals

(2019) Mingchao Yu et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Fusion of Neuro-Signals and Dynamic Signatures for Person Authentication

(2019) Pradeep Kumar et al.   SENSORS

Multiple Physiological Signals Fusion Techniques for Improving Heartbeat Detection: A Review

(2019) Javier Tejedor et al.   SENSORS

Deep Learning for EEG motor imagery classification based on multi-layer CNNs feature fusion

(2019) Syed Umar Amin et al.   Future Generation Computer Systems-The International Journal of eScience

A Novel Bristle-Shaped Semi-Dry Electrode With Low Contact Impedance and Ease of Use Features for EEG Signal Measurements

(2019) Kun-Peng Gao et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Dual-Hand Detection for Human–Robot Interaction by a Parallel Network Based on Hand Detection and Body Pose Estimation

(2019) Qing Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Effective Capture of Nongraspable Objects for Space Robots Using Geometric Cage Pairs

(2019) Xin Zhang et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Gesture recognition based on multilevel multimodal feature fusion

(2019) Jinrong Tian et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Bayesian entropy network for fusion of different types of information

(2019) Yuhao Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Robust heartbeat detection using multimodal recordings and ECG quality assessment with signal amplitudes dispersion

(2018) Zahra Rezaei Khavas et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

HWFusion: Holoentropy and SP-Whale optimisation-based fusion model for magnetic resonance imaging multimodal image fusion

(2018) Patil Hanmant Venkatrao et al.   IET Image Processing

Deep learning for pixel-level image fusion: Recent advances and future prospects

(2018) Yu Liu et al.   Information Fusion

Spatial resolution for EEG source reconstruction—A simulation study on SEPs

(2018) Konstantina Kalogianni et al.   JOURNAL OF NEUROSCIENCE METHODS

An effective feature extraction method by power spectral density of EEG signal for 2-class motor imagery-based BCI

(2018) Chungsong Kim et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Biomedical Data Analysis Based on Multi-view Intact Space Learning with Geodesic Similarity Preserving

(2018) Zengrong Zhan et al.   NEURAL PROCESSING LETTERS

Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System

(2018) Yea-Hoon Kwon et al.   SENSORS

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings

(2018) Cosimo Ieracitano et al.   NEUROCOMPUTING

Multi-Modal Integration of EEG-fNIRS for Brain-Computer Interfaces – Current Limitations and Future Directions

(2017) Sangtae Ahn et al.   Frontiers in Human Neuroscience

Deep Multimodal Learning: A Survey on Recent Advances and Trends

(2017) Dhanesh Ramachandram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System

(2017) Yizhang Jiang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Decision-level fusion for single-view gait recognition with various carrying and clothing conditions

(2017) Amer Al-Tayyan et al.   IMAGE AND VISION COMPUTING

Multi-sensor fusion in body sensor networks: State-of-the-art and research challenges

(2017) Raffaele Gravina et al.   Information Fusion

Data fusion for paroxysmal events’ classification from EEG

(2017) Evangelia Pippa et al.   JOURNAL OF NEUROSCIENCE METHODS

Decision-Level Fusion-Based Structure of Autism Diagnosis Using Interpretation of EEG Signals Related to Facial Expression Modes

(2017) M. Hashemian et al.   NEUROPHYSIOLOGY

Novel semi-dry electrodes for brain–computer interface applications

(2016) Fei Wang et al.   Journal of Neural Engineering

A new multi-level approach to EEG based human authentication using eye blinking

(2016) M. Abo-Zahhad et al.   PATTERN RECOGNITION LETTERS

Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients

(2015) Iosif Mporas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spatial Resolution Improvement of EEG Source Reconstruction Using swLORETA

(2015) J. Boughariou et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Functional System and Areal Organization of a Highly Sampled Individual Human Brain

(2015) Timothy O. Laumann et al.   NEURON

Microstates in resting-state EEG: Current status and future directions

(2015) Arjun Khanna et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Subject-Dependent and Subject-Independent Emotion Classification Using Unimodal and Multimodal Physiological Signals

(2015) Noppadon Jatupaiboon et al.   Journal of Medical Imaging and Health Informatics

Medical image fusion: A survey of the state of the art

(2014) Alex Pappachen James et al.   Information Fusion

The topographical N170: Electrophysiological evidence of a neural mechanism for human spatial navigation

(2013) Travis E. Baker et al.   BIOLOGICAL PSYCHOLOGY

A survey of multi-view machine learning

(2013) Shiliang Sun   NEURAL COMPUTING & APPLICATIONS

Inhibitory control and trait aggression: Neural and behavioral insights using the emotional stop signal task

(2013) Christina M. Pawliczek et al.   NEUROIMAGE

Development of a quasi-dry electrode for EEG recording

(2013) A.R. Mota et al.   SENSORS AND ACTUATORS A-PHYSICAL

Design of Ultra-Low Power Biopotential Amplifiers for Biosignal Acquisition Applications

(2012) Fan Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

Electroencephalography of response inhibition tasks: Functional networks and cognitive contributions

(2012) René J. Huster et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Common inhibitory prefrontal activation during inhibition of hand and foot responses

(2011) Hayato Tabu et al.   NEUROIMAGE

Alpha modulation in parietal and retrosplenial cortex correlates with navigation performance

(2011) Te-Cheng Chiu et al.   PSYCHOPHYSIOLOGY

Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors

(2010) Martin Luessi et al.   NEUROIMAGE

Decision-Level Fusion of EEG and Pupil Features for Single-Trial Visual Detection Analysis

(2009) Ming Qian et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A 128-Channel 6 mW Wireless Neural Recording IC With Spike Feature Extraction and UWB Transmitter

(2009) Moo Sung Chae et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis

(2009) Aapo Hyvärinen et al.   NEUROIMAGE

Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives

(2009) François-Benoît Vialatte et al.   PROGRESS IN NEUROBIOLOGY

Threshold-optimized decision-level fusion and its application to biometrics

(2008) Qian Tao et al.   PATTERN RECOGNITION

Globally Optimal Multisensor Distributed Random Parameter Matrices Kalman Filtering Fusion with Applications

(2008) Yingting Luo et al.   SENSORS