脑机接口 / BCI

Classification of multivariate weakly-labelled time-series with attention

Surayez Rahman, Chang Wei Tan

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Seizure pathways and seizure durations can vary independently within individual patients with focal epilepsy

Gabrielle M. Schroeder, Fahmida A. Chowdhury, Mark J. Cook, Beate Diehl, John S. Duncan, Philippa J. Karoly, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns

Itsaso Rodriguez, Itziar Irigoien, Basilio Sierra, Concepcion Arenas

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Power contours: optimising sample size and precision in experimental psychology and human neuroscience

Daniel H. Baker, Greta Vilidaite, Freya A. Lygo, Anika K. Smith, Tessa R. Flack, Andre D. Gouws, Timothy J. Andrews

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Psychological Methods (2021), 26(3): 295-314

Neuroadaptive electroencephalography: a proof-of-principle study in infants

Pedro F. da Costa, Rianne Haartsen, Elena Throm, Luke Mason, Anna Gui, Robert Leech, Emily J. H. Jones

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 25 pages, 4 figures

Edge Deep Learning for Neural Implants

Xilin Liu, Andrew G. Richardson

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 25 pages, 7 figures, 3 tables

Journal ref J Neural Eng. 2021 Apr 26;18(4)

Bioelectrical brain activity can predict prosocial behavior

Mikhail Kunavin, Tatiana Kozitsina, Mikhail Myagkov, Irina Kozhevnikova, Mikhail Pankov, Ludmila Sokolova

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals

Marco A. Pinto-Orellana, Habib Sherkat, Peyman Mirtaheri, Hugo L. Hammer

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

SCAU: Modeling spectral causality for multivariate time series with applications to electroencephalograms

Marco Antonio Pinto-Orellana, Peyman Mirtaheri, Hugo L. Hammer, Hernando Ombao

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

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