脑机接口 / BCI

Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility

Cagri Arisoy, Anuradha Mandal, Nitesh Saxena

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 12 pages, 9 tables, 2 figures, published in PST2022

A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture

Hamid Niknazar, Sara C. Mednick

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity

Claus Metzner, Achim Schilling, Maximilian Traxdorf, Konstantin Tziridis, Holger Schulze, Patrick Krauss

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

A Change Dynamic Model for the Online Detection of Gradual Change

Chris Browne

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression

Ying Wang, Min Li, Deirel Paz-Linares, Maria L. Bringas Vega, Pedro A. Valdés-Sosa

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users

Emon Dey, Nirmalya Roy

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

A Machine Learning Approach to Automatic Classification of Eight Sleep Disorders

Dylan Zhuang, Ivey Rao, Ali K Ibrahim

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

A Cellular Automaton Model for the generation of Brainwaves

Sean Knight, Navjot Gadda

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 7

FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting

Boxin Zhao, Y. Samuel Wang, Mladen Kolar

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

An Artificial Intelligence Browser Architecture (AIBA) For Our Kind and Others: A Voice Name System Speech implementation with two warrants, Wake Neutrality and Value Preservation of Personally Identifiable Information

Brian Subirana

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Cognitive Workload Associated with Different Conceptual Modeling Approaches in Information Systems

Andreas Knoben, Maryam Alimardani, Arash Saghafi, Amin K. Amiri

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Paper accepted at 24th International Conference on Human-Computer Interaction

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