脑机接口 / BCI

Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features

Dung Truong, Michael Milham, Scott Makeig, Arnaud Delorme

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments IEEE Engineering in Medicine and Biology Society Conference

PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback

Yuncong Yu, Dylan Kruyff, Tim Becker, Michael Behrisch

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 11 pages including 2 pages for references, 10 figures including 1 teaser figure, sumbitted to IEEE VIS 2021, gitlab repository https://git.science.uu.nl/vig/sublinear-algorithms-for-va/locality-sensitive-hashing-visual-analytics

Computing extracellular electric potentials from neuronal simulations

Torbjørn V. Ness, Geir Halnes, Solveig Næss, Klas H. Pettersen, Gaute T. Einevoll

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Continental generalization of an AI system for clinical seizure recognition

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

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 17 pages, 14 figures, 4 tables

Algoritmos de minería de datos en la industria sanitaria

Marta Li Wang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Continuous monitoring of cognitive load using advanced computerized analysis of brain signals during virtual simulator training for laparoscopic surgery, reflects laparoscopic dexterity. A comparative study using a novel wireless device

Maxim Bez, Neta B. Maimon, Denis Ddobot, Lior Molcho, Nathan Intrator, Eli Kakiashvilli, Amitai Bickel

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

DM algorithms in health industry

Li Wang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Product semantics translation from brain activity via adversarial learning

Pan Wang, Zhifeng Gong, Shuo Wang, Hao Dong, Jialu Fan, Ling Li, Peter Childs, Yike Guo

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Verifying Design through Generative Visualization of Neural Activities

Pan Wang, Danlin Peng, Simiao Yu, Chao Wu, Peter Childs, Yike Guo, Ling Li

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Scalability of Network Visualisation from a Cognitive Load Perspective

Vahan Yoghourdjian, Yalong Yang, Tim Dwyer, Lee Lawrence, Michael Wybrow, Kim Marriott

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments To be presented at IEEE Conference on Information Visualization (InfoVis 2020)

Prefrontal cortex functional connectivity based on simultaneous record of electrical and hemodynamic responses associated with mental stress

Fares Al-Shargie

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models

Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

EEGs disclose significant brain activity correlated with synaptic fickleness

Jorge Pretel, Joaquin J. Torres, J. Marro

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 6 pages, 6 figures

Neural mass modeling of slow-fast dynamics of seizure initiation and abortion

Elif Köksal Ersöz, Julien Modolo, Fabrice Bartolomei, Fabrice Wendling

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Quantifying Synchronization in a Biologically Inspired Neural Network

Pranav Mahajan, Advait Rane, Swapna Sasi, Basabdatta Sen Bhattacharya

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 13 pages

Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model

Gabriel Schamberg, Sourish Chakravarty, Taylor E. Baum, Emery N. Brown

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments To appear in the proceedings of the 2020 IEEE Asilomar Conference on Signals, Systems, and Computers

Overlapping neural representations for the position of visible and imagined objects

Amanda K. Robinson, Tijl Grootswagers, Sophia M. Shatek, Jack Gerboni, Alex Holcombe, Thomas A. Carlson

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments All data and analysis code for this study are available at https://osf.io/8v47t/

Hybrid Backpropagation Parallel Reservoir Networks

Matthew Evanusa, Snehesh Shrestha, Michelle Girvan, Cornelia Fermüller, Yiannis Aloimonos

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Enactive Mandala: Audio-visualizing Brain Waves

Tomohiro Tokunaga, Michael J. Lyons

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 2 pages, 2 figures

Journal ref Proceedings of the International Conference on New Interfaces for Musical Expression, 2013

Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial

Seung Suk Kang, Ph. D., Scott R. Sponheim, Ph. D., Kelvin O. Lim, M. D

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 17 pages, 5 figures, 1 table

GuessTheMusic: Song Identification from Electroencephalography response

Dhananjay Sonawane, Krishna Prasad Miyapuram, Bharatesh RS, Derek J. Lomas

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

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)