• Intelligent BCI [GitHub Link]
    • CNN based Motor Imagery Intention Classifier
    • Domain Adversarial NN for BCI
    • EEG based Meta RL Classifier
    • GRU based Large Size EEG Classifier
    • LSTM based movement intention decoder
    • Meta RL ContextData Extract
    • RL Gate of DNN Classifiers for EEG
    • RNN based EEG Classification
    • Semisupervised Generative and Discriminative Adversarial Learning for BCI
    • Spatio Temporal RCNN for EEG
  • Ambulatory BCI [GitHub Link]
    • Channel Selection Method based on Relevance Score
    • Correlation Optimized using Rotation Matrix
    • Decoding Ear-EEG in Ambulatory Environment
    • Frequency Optimal Weight Filter for CSP
    • Frequency Optimized Local Region CSP of EEG-based MI Classification
    • Cross Channel Region CSP MI Classification
    • Locally Generated CSP MI Classification
    • Rotation Channel Correlation MI Classification
  • Intuitive BCI[GitHub Link]
    • Imagined Speech Classification
    • Speaker Identification
    • Transfer Learning for Imagined Speech
  • Cognitive BCI [GitHub Link]
    • Algorithm for fNIRS Noise Reduction KalmanFilter Program
    • Brain Network Analysis based on TMSEEG
    • Brainwave Entrainment Program based on Binaural Beat and ASMR Trigger
    • Cognitive Task of Working Memory Program using Psychotoolbox
    • CombSleepNet: Combination of Spectral Temporal CNN and Bi-LSTM with Dense Connectivity
    • Decoding BCI task Program
    • Detection Micro-sleep using Transfer Learning
    • Detection of Cognitive State using ERP
    • EEG Authentication Program
    • ECG Measurement and Monitoring Program
    • FES Presentation Program
    • Motion Noise Detection Program
    • NIRS Hemodynamic Level Indicator
    • PPG Measurement and Monitoring Program
    • Portable NIRS Device Tranceiver
    • Prediction Individual Aesthetic Sensitivity
    • Prediction Long-term Memory based on Deep Learning
    • Sleep Stage Classification using EEG
    • Various Haptic Stimulation Control Programs
  • Zero-Training BCI [GitHub Link]
    • ERP-based BCI Algorithm for Zero Training
    • MI Analysis based on ML
    • PAC Statistics for BCI
    • SSVEP based BCI speller
    • SSVEP based mind mole catching
    • Real-Time Analysis based on Repetitive SSVEP