脑机接口 / BCI

EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity

Payongkit Lakhan, Nannapas Banluesombatkul, Natchaya Sricom, Korn Surapat, Ratha Rotruchiphong, Phattarapong Sawangjai, Tohru Yagi, Tulaya Limpiti, Theerawit Wilaiprasitporn

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction

Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez

专题命中 EEG解码 ：brain-computer interface(title)；BCI(abstract)；brain computer interface(abstract)；EEG(abstract)

Journal ref Applied Soft Computing 117 (2022) 108359

FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer Interfaces

Pedro R. A. S. Bassi, Romis Attux

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Comments We included additional tests of statistical significance

A Deep Neural Network for SSVEP-based Brain-Computer Interfaces

Osman Berke Guney, Muhtasham Oblokulov, Huseyin Ozkan

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Comments 12 pages, 9 figures

Journal ref IEEE Transactions on Biomedical Engineering, vol. 69, no. 2, pp. 932-944, 2022

Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running

Young-Eun Lee, Gi-Hwan Shin, Minji Lee, Seong-Whan Lee

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 eess.SP、cs.HC

Comments accepted paper from Scientific Data

Improving Intention Detection in Single-Trial Classification through Fusion of EEG and Eye-tracker Data

Xianliang Ge, Yunxian Pan, Sujie Wang, Linze Qian, Jingjia Yuan, Jie Xu, Nitish Thakor, Yu Sun

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.HC

IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal

Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；neural signal(abstract)；分类 eess.SP、cs.LG

A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers

Alexandra Samsonova, Barry J. Devereux, Georgios Karakonstantis, Lev Mukhanov

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.HC

Transformer-based Spatial-Temporal Feature Learning for EEG Decoding

Yonghao Song, Xueyu Jia, Lie Yang, Longhan Xie

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Comments 10 pages, 6 figures

End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax

Thomas Strypsteen, Alexander Bertrand

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；motor imagery(abstract)；分类 eess.SP、cs.LG

Comments Updated revisions

Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification

Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Journal ref Biomedical Signal Processing and Control 67 (2021) 102542

RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020

Marie-Constance Corsi, Florian Yger, Sylvain Chevallier, Camille Noûs

专题命中 EEG解码 ：BCI(title,abstract)；EEG(abstract)；motor imagery(abstract)；分类 eess.SP、cs.LG

Comments 7 pages, 7 figures, submitted to ICASSP conference

Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid brain-computer interface

Xin Zhang, Guanghua Xu, Aravind Ravi, Sarah Pearce, Ning Jiang

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.HC

Comments 22 pages, 7 figures and 2 tables

Journal ref Journal of Neural Engineering, Mar. 2020

Improving EEG Decoding via Clustering-based Multi-task Feature Learning

Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Analysis of artifacts in EEG signals for building BCIs

Srihari Maruthachalam

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets

Javad Rahimipour Anaraki, Jae Moon, Tom Chau

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Comments 5 pages, 2 figures

Classification and Recognition of Encrypted EEG Data Neural Network

Yongshuang Liu, Haiping Huang, Fu Xiao, Reza Malekian, Wenming Wang

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Journal ref JISA, 2020

Constrained Variational Autoencoder for improving EEG based Speech Recognition Systems

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain computer interface(abstract)；分类 eess.SP、cs.LG

Comments Under Review. arXiv admin note: substantial text overlap with arXiv:2006.01260

Attention Patterns Detection using Brain Computer Interfaces

Felix G. Hamza-Lup, Adytia Suri, Ionut E. Iacob, Ioana R. Goldbach, Lateef Rasheed, Paul N. Borza

专题命中 EEG解码 ：brain computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.HC

Journal ref ACM SE 2020

EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning

Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition

Xun Wu, Wei-Long Zheng, Bao-Liang Lu

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Comments 15 pages, 11 figures

Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression

Dongrui Wu, Vernon J. Lawhern, Stephen Gordon, Brent J. Lance, Chin-Teng Lin

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Journal ref IEEE Int'l. Conf. on Systems, Man and Cybernetics, pp. 730-736, Budapest, Hungary, 2016

EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features

Dongrui Wu, Brent J. Lance, Vernon J. Lawhern, Stephen Gordon, Tzyy-Ping Jung, Chin-Teng Lin

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Comments arXiv admin note: text overlap with arXiv:1702.02914

Journal ref IEEE Trans. on Neural Systems and Rehabilitation Engineering, 25(11), pp. 2157-2168, 2017

Universal EEG Encoder for Learning Diverse Intelligent Tasks

Baani Leen Kaur Jolly, Palash Aggrawal, Surabhi S Nath, Viresh Gupta, Manraj Singh Grover, Rajiv Ratn Shah

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain computer interface(abstract)；分类 eess.SP、cs.LG

Multi-channel EEG recordings during a sustained-attention driving task

Zehong Cao, Chun-Hsiang Chuang, Jung-Kai King, Chin-Teng Lin

专题命中 EEG解码 ：EEG(title,abstract)；brain computer interface(abstract)；cortical(abstract)；分类 q-bio.NC、eess.SP

Comments This manuscript is submitting to Nature: Scientific Data

Journal ref Scientific Data (volume 6, Article number: 19) (2019)

EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks

Yuqi Cui, Dongrui Wu

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Tensor-driven extraction of developmental features from varying paediatric EEG datasets

Eli Kinney-Lang, Loukianos Spyrou, Ahmed Ebied, Richard FM Chin, Javier Escudero

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 q-bio.NC、eess.SP

Comments 16 pages, 6 figures, pre-print, under consideration for publication. Reduced figure resolution due to size limit-please contact corresponding author for full figure resolution

Adaptive Stimulus Selection in ERP-Based Brain-Computer Interfaces by Maximizing Expected Discrimination Gain

Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla O. Mainsah

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 q-bio.NC、cs.HC

Comments This paper has been accepted for the 2017 IEEE International Conference on Systems, Man and Cybernetics (SMC)

Head-related Impulse Response Cues for Spatial Auditory Brain-computer Interface

Chisaki Nakaizumi, Shoji Makino, Tomasz M. Rutkowski

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 q-bio.NC、cs.HC

Comments 4 pages, 4 figures, accepted for EMBC 2015, IEEE copyright

Effects of Feedback Latency on P300-based Brain-computer Interface

Mahnaz Arvaneh, Tomas E. Ward, Ian H. Robertson

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；EEG(abstract)；分类 q-bio.NC、cs.HC

Comments Accepted for publication in IEEE EMBC 2015