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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 1–25 of 51 papers

TitleStatusHype
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmarkCode4
SSVEP-DAN: A Data Alignment Network for SSVEP-based Brain Computer InterfacesCode1
Online SSVEP-based BCI using Riemannian geometryCode1
A Deep Neural Network for SSVEP-based Brain-Computer InterfacesCode1
Deep Multi-Task Learning for SSVEP Detection and Visual Response MappingCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific TrainingCode1
S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attentionCode1
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
A New Statistical Model of Electroencephalogram Noise Spectra for Real-time Brain-Computer Interfaces—0
A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition—0
Minimizing subject-dependent calibration for BCI with Riemannian transfer learning—0
Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces—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
Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials—0
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning—0
An Adaptive Task-Related Component Analysis Method for SSVEP recognition—0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis—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
Frequency Superposition -- A Multi-Frequency Stimulation Method in SSVEP-based BCIs—0
iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System—0
Frequency Recognition in SSVEP-based BCI using Multiset Canonical Correlation Analysis—0
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