脑机接口 / BCI

Computational models in Electroencephalography

Katharina Glomb, Joana Cabral, Anna Cattani, Alberto Mazzoni, Ashish Raj, Benedetta Franceschiello

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography

Dashan Gao, Ce Ju, Xiguang Wei, Yang Liu, Tianjian Chen, Qiang Yang

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 5 pages, 6 figures, Accepted for International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality in Conjunction with IJCAI 2019 (FL-IJCAI'2019)

Classification of Imagined Speech Using Siamese Neural Network

Dong-Yeon Lee, Minji Lee, Seong-Whan Lee

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Using Deep Networks for Scientific Discovery in Physiological Signals

Tom Beer, Bar Eini-Porat, Sebastian Goodfellow, Danny Eytan, Uri Shalit

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 2020 Machine Learning for Healthcare Conference

Drowsiness Detection for Office-based Workload with Mouse and Keyboard Data

Sanurak Natnithikarat, Sirakorn Lamyai, Pitshaporn Leelaarporn, Narin Kunaseth, Phairot Autthasan, Thayakorn Wisutthisen, Theerawit Wilaiprasitporn

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Journal ref 2019 12th Biomedical Engineering International Conference (BMEiCON)

Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture

Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 8 pages, 5 figures, 2 tables

Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization

Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Gender and Emotion Recognition from Implicit User Behavior Signals

Maneesh Bilalpur, Seyed Mostafa Kia, Mohan Kankanhalli, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Under consideration for publication in IEEE Trans. Affective Computing

On-Orbit Operations Simulator for Workload Measurement during Telerobotic Training

Daniel Freer, Yao Guo, Fani Deligianni, Guang-Zhong Yang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 8 pages, 8 figures, 2 tables. Revision for RA-L (with IROS option)

The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception

Parul Gupta, Komal Chugh, Abhinav Dhall, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 8 pages

Measuring Cognitive Conflict in Virtual Reality with Feedback-Related Negativity

Avinash Kumar Singh, Hsiang-Ting Chen, Jung-Tai King, Chin-Teng Lin

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

MusicID: A Brainwave-based User Authentication System for Internet of Things

Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis

Prajoy Podder, Md. Mehedi Hasan, Md. Rafiqul Islam, Mursalin Sayeed

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Journal ref International Journal of Computer Applications 98(7):12-18, July 2014

Epileptic Seizure Forecasting: Probabilistic seizure-risk assessment and data-fusion

Nhan Duy Truong, Yikai Yang, Christina Maher, Armin Nikpour, Omid Kavehei

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 5 pages, 5 figures

Neural Synchronization of Music Large-Scale Form

Lenz Hartmann, Rolf Bader

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Power-law distribution in Burst-suppression on electroencephalogram of dogs

Chika Koyama, Taichi Haruna, Satoshi Hagihira, Kazuto Yamashita

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 18 pages, 2 figures, 3 tables

The coordination dynamics of social neuromarkers

Emmanuelle Tognoli, J. A. Scott Kelso

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 24 pages, 6 figures

Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics

Richa Tripathi, Dyutiman Mukhopadhyay, Chakresh Kumar Singh, Krishna Prasad Miyapuram, Shivakumar Jolad

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 13 pages, 7 figures

Local Model Feature Transformations

CScott Brown

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Advancing Speech Recognition With No Speech Or With Noisy Speech

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed H Tewfik

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Extended version of our accepted IEEE EUSIPCO 2019 paper with additional results for CTC model based recognition. arXiv admin note: substantial text overlap with arXiv:1906.08045, arXiv:1906.08044

Inhibition and Set-Shifting Tasks in Central Executive Function of Working Memory: An Event-Related Potential (ERP) Study

Pankaj, Jamuna Rajeswaran, Divya Sadana

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 10 pages, 5 figures

Journal ref Signal & Image Processing : An International Journal (SIPIJ) Vol.7, No.1, February 2016, 43-52

Night-to-Night Variability of Sleep Electroencephalography-Based Brain Age Measurements

Jacob Hogan, Haoqi Sun, Luis Paixao, Mike Westmeijer, Pooja Sikka, Jing Jin, Ryan Tesh, Madalena Cardoso, Sydney S. Cash, Oluwaseun Akeju, Robert Thomas, M. Brandon Westover

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 18 pages, 6 figures, 2 tables

The Sylvester Graphical Lasso (SyGlasso)

Yu Wang, Byoungwook Jang, Alfred Hero

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted in AISTATS 2020

Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM

Kristina Naskovska, André L. F. de Almeida, Martin Haardt

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

On Assessing Driver Awareness of Situational Criticalities: Multi-modal Bio-sensing and Vision-based Analysis, Evaluations, and Insights

Siddharth Siddharth, Mohan M. Trivedi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Journal article published in MDPI Brain Sciences. arXiv admin note: text overlap with arXiv:1905.00503

Multivariate Variational Mode Decomposition

Naveed ur Rehman, Hania Aftab

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 13 pages

Bayesian Topological Learning for Brain State Classification

Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 7 pages and 4 figures

Sampling theory for spatial field sensing: Application to electro- and magnetoencephalography

Joonas Iivanainen, Antti Mäkinen, Rasmus Zetter, Matti Stenroos, Risto J. Ilmoniemi, Lauri Parkkonen

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal

Seyede Mahya Safavi, Ninaz Valisharifabad, Robert Sabino, Hsinchung Chen, Ali HeydariGorji, Demi Tran, Jack Lin, Beth Lopour, Pai H. Chou

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Extreme Learning Machine design for dealing with unrepresentative features

Nicolás Nieto, Francisco Ibarrola, Victoria Peterson, Hugo Rufiner, Ruben Spies

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG