Biomedical Engineering | Neurology | Psychiatry Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM). April 23, 2022
Neurology A Zero-Padding Frequency Domain Convolutional Neural Network for SSVEP Classification. April 4, 2022
Neurology A Two-Branch CNN Fusing Temporal and Frequency Features for Motor Imagery EEG Decoding. March 25, 2022
Neurology | Rehabilitation Medicine Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks. March 10, 2022
Biomedical Engineering | Neurology A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals. February 15, 2022
Other Improving Cross-State and Cross-Subject Visual ERP-based BCI with Temporal Modeling and Adversarial Training. February 8, 2022
Biomedical Engineering | Neurology | Neuroscience FGANet: fNIRS-guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces. February 7, 2022
Biomedical Engineering | Neurology | Neuroscience Deep-learning online EEG decoding brain-computer interface using error-related potentials recorded with a consumer-grade headset. January 17, 2022
Biomedical Engineering | Neurology Demonstrating the Viability of Mapping Deep Learning Based EEG Decoders to Spiking Networks on Low-powered Neuromorphic Chips. December 11, 2021
Bioengineering | Neurology Filter Bank Convolutional Neural Network for Short Time-Window Steady-State Visual Evoked Potential Classification. December 1, 2021
Biomedical Engineering | Neurology Solving the SSVEP Paradigm Using the Nonlinear Canonical Correlation Analysis Approach. August 28, 2021