An end-to-end 3D convolutional neural network for decoding attentive mental state

Benefits of deep learning classification of continuous noninvasive brain–computer interface control

(2021) James R Stieger et al.   Journal of Neural Engineering

EEG based multi-class seizure type classification using convolutional neural network and transfer learning

(2020) S. Raghu et al.   NEURAL NETWORKS

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

(2020) Heng Cui et al.   KNOWLEDGE-BASED SYSTEMS

AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation

(2020) Pierrick Coupé et al.   NEUROIMAGE

Emotion Recognition Using Three-Dimensional Feature and Convolutional Neural Network from Multichannel EEG Signals

(2020) Hao Chao et al.   IEEE SENSORS JOURNAL

GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images

(2020) Ahmed Elazab et al.   NEURAL NETWORKS

Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network

(2020) Kaishuo Zhang et al.   NEURAL NETWORKS

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

(2019) Miguel Angrick et al.   Journal of Neural Engineering

A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification

(2019) Xinqiao Zhao et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks

(2019) O-Yeon Kwon et al.   IEEE Transactions on Neural Networks and Learning Systems

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals

(2018) Κostas Μ. Tsiouris et al.   COMPUTERS IN BIOLOGY AND MEDICINE

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

(2018) Hao Chen et al.   NEUROIMAGE

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

(2018) Siavash Sakhavi et al.   IEEE Transactions on Neural Networks and Learning Systems

Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset

(2018) Jaeyoung Shin et al.   Scientific Data

Effectiveness of a Personalized Brain-Computer Interface System for Cognitive Training in Healthy Elderly: A Randomized Controlled Trial

(2018) Si Ning Yeo et al.   JOURNAL OF ALZHEIMERS DISEASE

Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorder

(2018) Xing Qian et al.   Translational Psychiatry

Automatic seizure detection using three-dimensional CNN based on multi-channel EEG

(2018) Xiaoyan Wei et al.   BMC Medical Informatics and Decision Making

Inter-subject transfer learning with end-to-end deep convolutional neural network for EEG-based BCI

(2018) Fatemeh Fahimi et al.   Journal of Neural Engineering

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

Open Access Dataset for EEG+NIRS Single-Trial Classification

(2017) Jaeyoung Shin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A deep learning scheme for mental workload classification based on restricted Boltzmann machines

(2017) Jianhua Zhang et al.   Cognition Technology & Work

Tuning Up the Old Brain with New Tricks: Attention Training via Neurofeedback

(2017) Yang Jiang et al.   Frontiers in Aging Neuroscience

Recognizing the Degree of Human Attention Using EEG Signals from Mobile Sensors

(2013) Ning-Han Liu et al.   SENSORS

A Brain-Computer Interface Based Attention Training Program for Treating Attention Deficit Hyperactivity Disorder

(2012) Choon Guan Lim et al.   PLoS One