脑机接口 / BCI

Ensemble plasticity and network adaptability in SNNs

Mahima Milinda Alwis Weerasinghe, David Parry, Grace Wang, Jacqueline Whalley

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 19 pages, 12 figures

CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection

Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy

Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Towards Memristive Deep Learning Systems for Real-time Mobile Epileptic Seizure Prediction

Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Accepted at 2021 IEEE International Symposium on Circuits and Systems (ISCAS)

Journal ref 2021 IEEE International Symposium on Circuits and Systems (ISCAS)

Significant Low-dimensional Spectral-temporal Features for Seizure Detection

Xucun Yan, Dongping Yang, Zihuai Lin, Branka Vucetic

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Brain Source Localization by Alternating Projection

Amir Adler, Mati Wax, Dimitrios Pantazis

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Published in the IEEE International Symposium on Biomedical Imaging (ISBI) 2022

Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data

Li Peide, Seyyid Emre Sofuoglu, Tapabrata Maiti, Selin Aviyente

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Electromagnetic neural source imaging under sparsity constraints with SURE-based hyperparameter tuning

Pierre-Antoine Bannier, Quentin Bertrand, Joseph Salmon, Alexandre Gramfort

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Stationarity of Time-Series on Graph via Bivariate Translation Invariance

Amin Jalili, Chong-Yung Chi

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

gen2Out: Detecting and Ranking Generalized Anomalies

Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, T. Noah Hutson, Leon Iasemidis

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments In Proceedings of 2021 IEEE International Conference on Big Data (Big Data)

Symptoms of depersonalisation/derealisation disorder as measured by brain electrical activity: A systematic review

Abbas Salami, Javier Andreu-Perez, Helge Gillmeister

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Neuroscience & Biobehavioral Reviews (2020)

HNPE: Leveraging Global Parameters for Neural Posterior Estimation

Pedro L. C. Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

Jie Yuan, Xuming Ran, Keyin Liu, Chen Yao, Yi Yao, Haiyan Wu, Quanying Liu

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

High-Sensitivity Electric Potential Sensors for Non-Contact Monitoring of Physiological Signals

Xinyao Tang, Wangbo Chen, Soumyajit Mandal, Kevin Bi, Tayfun Ozdemir

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Submitted to the IEEE Transactions on Instrumentation and Measurement

An Electroencephalography connectome predictive model of major depressive disorder severity

Aya Kabbara, Gabriel Robert, Mohamad Khalil, Marc Verin, Pascal Benquet, Mahmoud Hassan

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Sensoring and Application of Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease

Wei Zhang, Debin Huang, Hantao Li, Lipeng Wang, Yanzhao Wei, Kang Pan, Lin Ma, Huanhuan Feng, Jing Pan, Yuzhu Guo

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments This paper has 13 pages and 8 figures. The data was published on Mendeley Data, where raw data availible at https://data.mendeley.com/datasets/t8j8v4hnm4/1 and filtered data availible at https://data.mendeley.com/datasets/r8gmbtv7w2/3

MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network

Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kaixuan Chen

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Published in UbiComp 2018; ACM IMWUT, Vol.2, No. 3, Article No.149, pp 1-23

Journal ref ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2018

Using Physiological Information to Classify Task Difficulty in Human-Swarm Interaction

Joseph P. Distefano, Hemanth Manjunatha, Souma Chowdhury, Karthik Dantu, David Doermann, Ehsan T. Esfahani

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Predicting Stress in Remote Learning via Advanced Deep Learning Technologies

Daben Kyle Liu

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 6 pages, 6 figures, 1 equation

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