yusuke1997/dblp-id-title huggingface dataset:
Simultaneous monitoring of hemodynamic changes from brain and spinal cord during visual sexual stimulation
Testing performance of multicolour checkerboard flickers against their greyscale versions for SSVEP-based BCI
Explainable machine learning for memory-related decoding via TabNet and non-linear features ∗
Functional network connectivity to enhance speech perception performance: A preliminary fMRI study
Domain knowledge and feature representation
P300-based deception detection of mock network fraud with modified genetic algorithm and combined classification
When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning
Modified pattern-reversal visual checkerboard stimuli with dual alternating frequencies for multi-class ssvep-based brain-computer interfaces
Next-generation BCIs: Brain-to-text Communication via Attempted Handwriting
Towards a smart TV control system based on steady-state visual evoked potential
Curriculum Learning with Sampling Scheduler for Imbalanced EEG-Based Seizure Detection
Improving Sleep Stage Classification Performance by Single-Channel EEG Data Augmentation via Spectral Band Blending
Decoding upper limb kinematics from primary motor cortical representations for intracortical brain-machine interfaces
Timbre classification method based on the Common Spatial Pattern filter
Light Radiation Simulation of Micro-LED Array for the Optical Neural Interface Targeted Cerebral Cortex in Rhesus Monkey
Convolutional Transformer-in-Transformer for Automatic Sleep Stage Classification
Bimanual Arm Movements Decoding using Hybrid Method
BCI based hybrid interface for 3D object control in virtual reality
Machine learning for BCI: towards analysing cognition
Distribution of Electrical Stimulation Current of a Minimally Invasive Endovascular Stent-Electrode
Implementation of a closed-loop BCI system for real-time speech synthesis under clinical constraints
A brain-computer interface speller using peripheral stimulus-based SSVEP and P300
Brain-computer interface and its applications in cognitive training
Recognition of Tactile-related EEG Signals Generated by Self-touch
Human Cognitive Aging: Maintenance Versus Dedifferentiation
A BCI based Smart Home System Combined with Event-related Potentials and Speech Imagery Task
Classification Performances due to Asymmetric Nonlinear Weight Updates in Analog Artificial Synapse-Based Hardware Neural Networks
Phase Transition in previous Motor Imagery affects Efficiency of Motor Imagery based Brain-computer Interface
Design of an asynchronous brain-computer interface for control of a virtual Avatar
Hybrid Paradigm-based Brain-Computer Interface for Robotic Arm Control
Classifying directions in continuous arm movement from EEG signals
Altered cortical activation and functional network in post-traumatic stress disorder (PTSD) during an auditory cognitive processing
Classification of Working Memory Performance from EEG with Deep Artificial Neural Networks
Imagining the P300 Speller: Good idea or nonsense?
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury
Feasibility of Secure Transaction Authentication Using a cVEP-Based BCI
Hybrid approach of SSVEP and EEG-based eye-gaze tracking for enhancing BCI performance
Temporal Convolutional Network-based Multi-View Sleep Staging
Hybrid MI-SSSEP Paradigm for classifying left and right movement toward BCI for exoskeleton control
P300 visual speller based on random set presentation
Study of wavelet-based performance enhancement for motor imagery brain-computer interface
Japanese SRPBS for BMI research: Decoded neurofeedback as a causal tool in systems neuroscience
A Transformer Model with Spatiotemporal Input Embedding for fNIRS data-Driven Neural Decoding
Recent Advances of P300 Speller Paradigms and Algorithms
A study on reducing training time of BCI system based on an SSVEP dynamic model
Neural Oscillations for Encoding and Decoding Declarative Memory using EEG Signals
Development BCI for individuals with severely disability using EMOTIV EEG headset and robot
Rank-based Discriminative Feature Learning for Motor Imagery Classification in EEG signals
Motor Hotspot Identification Based on Electroencephalography
Steady-State Somatosensory Evoked Potential based Brain-Computer Interface for Sit-to-Stand Movement Intention
Decoding Continual Muscle Movements Related to Complex Hand Grasping from EEG Signals
Novel BCI classification method using cross-channel-region CSP features
A novel P300-based BCI system for words typing
EEG classification of word perception using common spatial pattern filter
Deciphering EEG Waves for the Generation of Images
Brain Signal-Based Motion Sickness Classification in Automobile Passengers
Remote Control System of Spherical Robot based on Silent Speech Recognition
EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia
Decoding High-level Imagined Speech using Attention-based Deep Neural Networks
Enhancing EEG Domain Generalization via Weighted Contrastive Learning
A Channel Selection Method for Motor Imagery EEG Based on Fisher Score of OVR-CSP
Brain-computer interface for the epileptic seizures prediction and prevention
Channel-Aware Self-Supervised Learning for EEG-based BCI
Working memory capacity influences performance and brain networks: Evidence from effective connectivity analysis
Subject-Independent EEG-based Emotion Recognition using Adversarial Learning
BCI classification based on signal plots and SIFT descriptors
From Post-Median Nerve Stimulation ERD to MI-BCI Expertise Prediction
A novel neurophysiological feature based on quantifying EEG data for separating of patients in psychiatric disorders with comorbidities
Prediction of item familiarity based on ERPs
Object Detection in Surveillance Video using EEG with Domain Adaptation Approach
Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCI
Interfacing brain and computer in neurorehabilitation
Neuromonitoring in acquired brain injury
Brain to Music: Musical Representation from Stress-Induced EEG
High Accuracy Silent Speech BCI Using Compact Deep Learning Model for Edge Computing
Brain-computer interface for neurorehabilitation: Looking beyond upper limbs
Online implementation of top-down SSVEP-BMI
Towards Neural Decoding of Imagined Speech based on Spoken Speech
Decoding EEG-Based Motor Imagery of Hand Grasp Types for an Amputee Due to Birth Trauma
Sequential Transfer Learning via Segment After Cue Enhances the Motor Imagery-based Brain-Computer Interface
Low-Power Feature Extraction for BCI Applications Using Approximate Continuous Wavelet Transform
Finger flexion imagery: EEG classification through physiologically-inspired feature extraction and hierarchical voting
Detection of Alzheimer's Disease and Frontotemporal Dementia: An Explainable Machine Learning Approach Using EEG Signals
Subject-Transfer with Subject-Specific Fine-Tuning Based on Multi-Model CNN for Motor Imagery Brain-Computer Interface
Transcranial Direct-Current Stimulation Effect on a Speech-Imagery-based BCI
Movement state classification for bimanual BCI from non-human primate's epidural ECoG using three-dimensional convolutional neural network
Multi-class Motor Imagery Classification using Multi-class SVM with Multi-band Riemannian Tangent Space Mapping
Brain Criticality and its Relation to BCI Operation
Optimized Time Window Segmentation for Motor Imagery EEG Classification: An Ant Colony Optimization-Based Approach
Decoding Visual Responses based on Deep Neural Networks with Ear-EEG Signals
Common spatial patterns based on generalized norms
Reading Imagined Letter Shapes from the Mind's Eye Using Real-time 7 Tesla fMRI
Interpretability of Hybrid Feature Using Graph Neural Networks from Mental Arithmetic Based EEG
The Impact of Mini-batch Design on EEG Classification in Anomaly Detection for Video Surveillance
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process
Removing EOG Artifacts from the Resting State EEG Signal of Methamphetamine Addicts by ICA Algorithms
Classifying ECoG signals prior to voluntary movement onset
Steady-state somatosensory evoked potentials for brain-controlled wheelchair
The Effect of Neurofeedback Training in Virtual and Real Environments based on BCI
Optimal channel selection based on statistical analysis in high dimensional NIRS data
A wireless, wearable Brain-Computer Interface for neurorehabilitation at home; A feasibility study
Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces
Brain-computer interface for stroke rehabilitation with clinical studies
A brain - computer interface-based meal - assist robot control system
Space-time portraits of brain dynamics
A study on information transfer rate by brain-computer interface (BCI) using functional near-infrared spectroscopy (fNIRS)
Channel Optimized Visual Imagery based Robotic Arm Control under the Online Environment
8th International Winter Conference on Brain-Computer Interface, BCI 2020, Gangwon, Korea (South), February 26-28, 2020
Evaluation of feature extraction methods for motor imagery-based bcis in terms of robustness to slight changes of electrode locations
BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly
Importance of Reliable EEG Data in Motor Imagery Classification: Attention Level-based Approach
4th International Winter Conference on Brain-Computer Interface, BCI 2016, Gangwon Province, South Korea, February 22-24, 2016
Cortical Regions Associated with Visual-Auditory Integration: an fNIRS study
Automated phase segmentation in cerebrospinal fluid infusion test
Classification of Awareness in Disorders of Consciousness Using Common Spatial Pattern
Target-centered Subject Transfer Framework for EEG Data Augmentation
A Maximum Fitting-based TrAdaBoost Method for Detecting Multiple Subjects' P300 Potentials
Correlation between Neurophysiological Measures of Consciousness and BCI Performance in a Locked-in Patient
Feature Selection via Dynamic Graph-Based Attention Block in MI-Based EEG Signals
Noninvasive assessment of intracranial pressure using functional matrix estimation method
Brain-to-brain interface increases efficiency of human-human interaction
Classification of mental arithmetic and resting-state based on Ear-EEG
Prediction of autism spectrum disorder using epigenetic, brain, and sensory behavioral factors
A dynamic Bayesian network analysis of functional connectivity during a language listening comprehension task
Investigation on Effect of Speech Imagery EEG Data Augmentation with Actual Speech
Neurodrawing: neurofeedback for enhancing attention by drawing
Common neural mechanism for reaching movements
3D CNN based Multilevel Feature Fusion for Workload Estimation
6th International Conference on Brain-Computer Interface, BCI 2018, Gangwon, Korea (South), January 15-17, 2018
Identifying Neural Biomarkers of Confirmation Bias
A high-performance brain-machine interface (BMI) using image information
An empirical study on effect of physiological asymmetry for affective stimuli
Decoding cognitive brain states
An approach for assessing stroke motor function ability using the similarity between electroencephalographic power spectral densities on both motor cortices
Semi-automatic designation and segmentation of vertebra and spinal cord in spinal MR imaging: A preliminary report
The effectiveness of epidural ECoG on brain computer interface in primate
Fine-grained Temporal Attention Network for EEG-based Seizure Detection
Noise reduction in fNIRS data using extended Kalman filter combined with short separation measurement
POSTECH BCIs with machine learning
Subject-Transfer Approach based on Convolutional Neural Network for the SSSEP-BCIs
Ethical and social issues behind brain-computer interface
Advanced deep learning for blood vessel segmentation in retinal fundus images
Motor trajectory decoding based on fMRI-based BCI - A simulation study
Dry electrode design and performance evaluation for EEG based BCI systems
Implantable Brain-Computer Interface Based On Printing Technology
Context-dependent meta-control for reinforcement learning using a Dirichlet process Gaussian mixture model
Predicting task performance and brain responses with ongoing neural activity
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats
A Novel Approach to Classify Natural Grasp Actions by Estimating Muscle Activity Patterns from EEG Signals
A novel tactile stimulation system for BCI feedback
Reference Bank Multi-Feature Extraction for EEG-Based Concentration Discrimination
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis
Denoising of EEG Signal Using Permutation Entropy and Source Imaging
Effective Correlates of Motor Imagery Performance based on Default Mode Network in Resting-State
Individual identification based on resting-state EEG
100 Years of EEG: Unleashing the Brain's Secrets and Motor of Brain-Computer Interface (BCI) Research
An Improved Five Class MI Based BCI Scheme for Drone Control Using Filter Bank CSP
Multi-Output Regression for Integrated Prediction of Valence and Arousal in EEG-Based Emotion Recognition
Analysing the Changing Brain: Immediate Brain Plasticity After One Hour of BCI
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Energy-Guided Topology Mamba for EEG-Based BCI
Brain computer interface approach using sensor covariance matrix with forced whitening
AI in EEG-Based BCI for the Diagnosis of Mild Cognitive Impairment: A Mini Review
Development of Brain Computer Interface based Action Observation Program with Functional Electrical Stimulation device(FES)
Universal neurophysiological interpretation of EEG brain-computer interfaces
Hybrid Zero-Training BCI based on Convolutional Neural Network for Lower-limb Motor-Imagery
Prediction of motor and somatosensory function from human ECoG
Subject-Aware User State Classification with Deep Learning Models: An Exploratory Study
Real-time Decoding of EEG Gait Intention for Controlling a Lower-limb Exoskeleton System
Identification of Attention State for Menu-Selection using In-Ear EEG Recording
EEG Channel Selection Methods for Motor Imagery in Brain Computer Interface
Prediction of Visual Memorability with EEG Signals using Deep Neural Networks
A comparsion of artifact rejection methods for a BCI using event related potentials
Design and Optimization of a Real-Time Asynchronous BCI Control Strategy for Robotic Manipulator Assistance
English ability score prediction algorithm based on prefrontal cortex blood volume utilizing a regulated linear regression model
Brain-computer interfaces based on intracortical recordings of neural activity for restoration of movement and communication of people with paralysis
Detection of multi-class emergency situations during simulated driving from ERP
Activity Prediction for Localizing the Events in Imagined Speech EEG Signals
Enhancing Neural Decoding with Large Language Models: A GPT-Based Approach
Estimation of speed and direction of arm movements from M1 activity using a nonlinear neural decoder
7th International Winter Conference on Brain-Computer Interface, BCI 2019, Gangwon, Korea (South), February 18-20, 2019
Classification of motor imagery for Ear-EEG based brain-computer interface
2014 International Winter Workshop on Brain-Computer Interface, BCI 2014, Gangwon Province, Korea (South), February 17-19, 2014
Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals
Robust feature construction against non-stationarity for EEG brain-machine interface
Creation of a high resolution EEG based Brain Computer Interface for classifying motor imagery of daily life activities
A Deep Learning Algorithm for Classifying Grasp Motions using Multi-session EEG Recordings
Evaluation and Diagnosis of Brain Diseases based on Non-invasive BCI
Decoding EEG Signals Both During and After Offset of Small and Short-Time Visual Target Stimulus
Neural decoding for BCI: the objectives, principles and the future
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization
Visual Decoding Using a Learnable Wavelet-Based Spatial-Spectral-Temporal EEG Embedding
Brain-Computer Interface Based on Magnetic Particle Imaging For Diagnostic and Neurological Rehabilitation in Multiple Sclerosis
Progress toward a high-performance neural prosthetic
Decoding of human memory formation with EEG signals using convolutional networks
EEG-based classification of learning strategies : Model-based and model-free reinforcement learning
Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces
Real-time predictive analytics in postoperative critical care
Spatio-temporal analysis of EEG signal during consciousness using convolutional neural network
Multimodal Classification of Motion Sickness Using EEG, fNIRS, and IMU Signals
Subject-Independent Classification of Brain Signals using Skip Connections
Deep Learning for Channel-Agnostic Brain Decoding across Multiple Subjects
The design and implementation of visual braincomputer interfaces
Does FES Contribute to Cognitive Motor Task Discrimination?: An fNIRS study
Combined regression and classification approach for prediction of driver's braking intention
Motion prediction for the sensorimotor control of hand prostheses with a brain-machine interface using EEG
Towards robust machine learning methods for the analysis of brain data
Classification of Upper Limb Movements Using Convolutional Neural Network with 3D Inception Block
Hand motion reconstruction using EEG and EMG
BMI: Lessons from tests with impaired users
Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface
SSVEP response on Oculus Rift
Multimodal integration of electrophysiological and hemodynamic signals
A feedback training system using cognitive brain-computer interface
A Tactile Brain-Computer Interface for Virtual Wheelchair Control at Home
Motor imagery detection with wavelet analysis for NIRS-based BCI
An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIs
fNIRS Foundation Model for Few-Shot Based fNIRS Classification
Siamese Sleep Transformer For Robust Sleep Stage Scoring With Self-knowledge Distillation and Selective Batch Sampling
Learning Markov random field image prior for pixelation removal of fiber microscopy using sparse coding based on Bayesian framework
Representations of directions in EEG-BMI using winner-take-all readouts
Multi-Class Classification of Motor Imagery EEG Signals Using Image-Based Deep Recurrent Convolutional Neural Network
EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep Learning
Effects of Input Neuron Mapping Coordinates in Spiking Neural Network on the Motor Imagery EEG Signals Classification
Is Gamification of Neurofeedback Training effective for ADHD treatment? A Systematic Review
P300-BCI-based authentication system
Power consumption of wireless EEG device for BCI application: Portable EEG system for BCI
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks
Baseline drift detection index using wavelet transform analysis for fNIRS signal
Identification of discriminative features for decoding overt and imagined speech using stereotactic electroencephalography
Towards Feasible Deep Learning Approach Using EEG for Neurodegenerative Diseases
EEG-Based Multimodal Representation Learning for Emotion Recognition
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Open access repository for hybrid EEG-NIRS data
Cortical activation patterns of electrical pain stimulation using fNIRS
Towards improved BCI based on human learning principles
Selective Subject Pooling Strategy to Achieve Subject-Independent Motor Imagery BCI
An online self-paced brain-computer interface onset detection based on sound-production imagery applied to real-life scenarios
The brain-computer interface based robot gives spinal cord injury patients a full-cycle active rehabilitation
An observation of anatomical clustering in inputs to primary motor cortex in cortico-cortical brain surface evoked potentials
Morphological landmark detection in arterial blood pressure and intracranial pressure: Preliminary procedures for intracranial pressure waveform analysis
High engagement in BCI action observation game by relevant character's movement
Sensory and Motor Information in Primary Motor Cortical Neurons During Arm Reaching To a Moving Target
Implementation of hardware-based neural network using memristors with abrupt SET and gradual RESET characteristics
Cognitive-switch detection for un-cued SSVEP BCI speller
Attention-based spatio-temporal-spectral feature learning for subject-specific EEG classification
Phoneme Classification in Imagined Speech Using Explainable Machine Learning
Applications of Spiking Neural Network in Brain Computer Interface
The effect of selective attention on multiple ASSRs for future BCI application
Adaptive EEG noise filtering for coherence analysis
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech
Automated artefact elimination in computed tomography: A preliminary report for traumatic brain injury and stroke
Revealing interpretable object representations from human visual cortex and artificial neural networks
Machine learning and BCI
Imagined Speech State Classification for Robust Brain-Computer Interface
The Effect of Wireless Communication Interference on Wireless BCI
Movement prediction with sensory feedback and environmental interaction
Macroscopic Aspects of Bi-directional BCI in Human
Early Detection of Alzheimer's Disease through Analysis of EEG Responses to Word Recognition
Towards a whole body brain-machine interface system for decoding expressive movement intent Challenges and Opportunities
FMRI decoding of intentions: Compositionality, hierarchy and prospective memory
Towards a Network Expansion Approach for Reliable Brain-Computer Interface
Multi-Subject Unsupervised Transfer with Weighted Subspace Alignment for Common Spatial Patterns
Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals
Recognition of Pilot's Cognitive States based on Combination of Physiological Signals
Eeg/sonication-based brain-brain interfacing
Mind Controlled Drone: An Innovative Multiclass SSVEP based Brain Computer Interface
Classification of Selective Attention based on Steady-State Somatosensory Evoked Potentials using High-Frequency Vibration Stimuli
Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification
BrainGate: An Intracortical Brain-Computer Interface for the Restoration of Communication and Functional Independence for People with Paralysis
Motor Imagery Classification using local region CSP features with high-gamma band
Learning-based Sleep Quality Evaluation
Enhancing Everyday Seizure Detection: A Channel Reduction Approach
Can a placebo increase learning rates? Evidence from neurofeedback studies
CNN-based Subject-Transfer Approach for Training Minimized Lower-Limb MI-BCIs
Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method
Development of an In-Car Environment Control System Using an SSVEP-based BCI with Visual Stimuli Presented on a Head-Up Display
P300 speller using a new stimulus presentation paradigm
Modulation of Cortical Excitability with BCI for Stroke Rehabilitation
Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography
Real-Time BCI System for Target Detection
Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury
Effects of rest frames on cybersickness and oscillatory brain activity
Reducing stimulation intensity in a visual ERP BCI to approach gaze-independent spelling
Interference in tactile discrmination performance by neuronal modulation
Classifying siren-sound mental rehearsal and covert production vs. idle state towards onset detection in brain-computer interfaces
Dynamic Frequency and Multi-site Cortical Stimulation for Inducing Artificial Somatosensation: A Preliminary Study