SOTAVerified

SSVEP

Classification of examples recorded under the Steady-State Visually Evoked Potential (SSVEP) paradigm, as part of Brain-Computer Interfaces (BCI).

A number of SSVEP datasets can be downloaded using the MOABB library: SSVEP datasets list

Papers

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Showing 1–50 of 51 papers

TitleStatusHype
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmarkCode4
Deep Multi-Task Learning for SSVEP Detection and Visual Response MappingCode1
A Deep Neural Network for SSVEP-based Brain-Computer InterfacesCode1
SSVEP-DAN: A Data Alignment Network for SSVEP-based Brain Computer InterfacesCode1
S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attentionCode1
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific TrainingCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
Online SSVEP-based BCI using Riemannian geometryCode1
Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIsCode0
Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identificationCode0
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked PotentialsCode0
Direct information transfer rate optimisation for SSVEP-based BCICode0
FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer InterfacesCode0
From Euclidean to Riemannian Means: Information Geometry for SSVEP ClassificationCode0
Improving SSVEP BCI Spellers With Data Augmentation and Language ModelsCode0
Short-length SSVEP data extension by a novel generative adversarial networks based frameworkCode0
Source-Free Domain Adaptation for SSVEP-based Brain-Computer InterfacesCode0
Using Riemannian geometry for SSVEP-based Brain Computer InterfaceCode0
Tracking momentary attention fluctuations with an EEG-based cognitive brain-machine interface—0
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs—0
Hybrid Brain-Machine Interface: Integrating EEG and EMG for Reduced Physical Demand—0
Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition—0
iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System—0
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification—0
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning—0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis—0
Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model—0
Minimizing subject-dependent calibration for BCI with Riemannian transfer learning—0
Multi-Frequency Canonical Correlation Analysis (MFCCA): A Generalised Decoding Algorithm for Multi-Frequency SSVEP—0
Non-invasive two-step strategy BCI: brain-muscle-hand interface—0
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing—0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding—0
Phase Entrainment by Periodic Stimuli In Silico: A Quantitative Study—0
Quantifying Synchronization in a Biologically Inspired Neural Network—0
Adapting the Biological SSVEP Response to Artificial Neural Networks—0
Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid brain-computer interface—0
A New Statistical Model of Electroencephalogram Noise Spectra for Real-time Brain-Computer Interfaces—0
Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks—0
SSVEP-Based BCI Wheelchair Control System—0
SSVEP-BiMA: Bifocal Masking Attention Leveraging Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding—0
An Adaptive Task-Related Component Analysis Method for SSVEP recognition—0
tACS Facilitates Flickering Driving by Boosting Steady-State Visual Evoked Potentials—0
A Hybrid Brain-Computer Interface Using Motor Imagery and SSVEP Based on Convolutional Neural Network—0
A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition—0
Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces—0
Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials—0
The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation—0
Towards a Fast Steady-State Visual Evoked Potentials (SSVEP) Brain-Computer Interface (BCI)—0
Frequency Recognition in SSVEP-based BCI using Multiset Canonical Correlation Analysis—0
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