Online adaptation boosts SSVEP-based BCI performance
… They were ready for the performance evaluation. Then, we applied different SSVEP … algorithm
with the online adaptation of two parameters (ie, the timewindow length and spatial filter), …
with the online adaptation of two parameters (ie, the timewindow length and spatial filter), …
A dynamically optimized time-window length for SSVEP based hybrid BCI-VR system
L Niu, J Bin, J kong shuai Wang, G Zhan… - … Signal Processing and …, 2023 - Elsevier
… online experiments of the BCI hybrid system were carried out: (1) to calculate and compare
the online performance measurement … value of less than or equal to 1 s is not adaptive for the …
the online performance measurement … value of less than or equal to 1 s is not adaptive for the …
Dynamic time window mechanism for time synchronous VEP-based BCIs—Performance evaluation with a dictionary-supported BCI speller employing SSVEP and c …
… For instance, in the SSVEP-based Bremen BCI speller, the target activation corresponding
to a specific frequency is only performed, if a pre-defined threshold is surpassed; otherwise, …
to a specific frequency is only performed, if a pre-defined threshold is surpassed; otherwise, …
A novel training-free recognition method for SSVEP-based BCIs using dynamic window strategy
… for clinical rehabilitation systems, adaptive human-computer … + d], where d was the length
of time window. EEG data were … authoritative performance evaluation used in BCI system, in …
of time window. EEG data were … authoritative performance evaluation used in BCI system, in …
Spatio-temporal equalization multi-window algorithm for asynchronous SSVEP-based BCI
… At present, relatively few studies develop the training-free SSVEP-based BCI system that …
method based on the CCA method, and designed an asynchronous SSVEP-based BCI system …
method based on the CCA method, and designed an asynchronous SSVEP-based BCI system …
A voting-enhanced dynamic-window-length classifier for SSVEP-based BCIs
H Habibzadeh, JJS Norton, TM Vaughan… - … on Neural Systems …, 2021 - ieeexplore.ieee.org
… We use the benchmark dataset for SSVEP-based BCIs [22] for all our experiments. This …
Bretl, “An SSVEP-based brain–computer interface for text spelling with adaptive queries that …
Bretl, “An SSVEP-based brain–computer interface for text spelling with adaptive queries that …
Adaptive window method based on FBCCA for optimal SSVEP recognition
… to various SSVEP-based BCI paradigms based on the criterion … commonly used performance
evaluation index in BCI [20]. … , “Adaptive timewindow length based on online performance …
evaluation index in BCI [20]. … , “Adaptive timewindow length based on online performance …
An adaptive SSVEP-based brain-computer interface to compensate fatigue-induced decline of performance in practical application
… In all, the relational adaptive frequency detection algorithm … high performance asynchronous
SSVEP-based BCI speller. … , “Adaptive time-window length based on online performance …
SSVEP-based BCI speller. … , “Adaptive time-window length based on online performance …
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm
C Liu, M Duan, Z Duan, A Liu, Z Lu, H Wang - … Signal Processing and …, 2022 - Elsevier
… Cruz, JND et al. designed an adaptive time-window length … with better performance, this
paper proposes a SSVEP-based BCI … An offline experiment and an online experiment using an …
paper proposes a SSVEP-based BCI … An offline experiment and an online experiment using an …
Adaptive time segment analysis for steady-state visual evoked potential based brain–computer interfaces
H Cecotti - IEEE Transactions on Neural Systems and …, 2020 - ieeexplore.ieee.org
… for SSVEP-based BCI spellers was proposed in which the … For the performance evaluation,
we consider Ntmin = 0.5 s and … , “Adaptive timewindow length based on online performance …
we consider Ntmin = 0.5 s and … , “Adaptive timewindow length based on online performance …