脑机接口 / BCI

Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods

Akash K Rao, Vishnu K Menon, Shashank Uttrani, Ayushman Dixit, Dipanshu Verma, Varun Dutt

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 7 pages, presented at the IEEE 20th India Council International Conference (INDICON 2023), Hyderabad, India, December 2023

High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach

Boxin Zhao, Percy S. Zhai, Y. Samuel Wang, Mladen Kolar

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring

Mohammad Asif, Sudhakar Mishra, Ankush Sonker, Sanidhya Gupta, Somesh Kumar Maurya, Uma Shanker Tiwary

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

The iCanClean Algorithm: How to Remove Artifacts using Reference Noise Recordings

Ryan J. Downey, Daniel P. Ferris

专题命中 EEG解码 ：brain computer interface(abstract)；分类 eess.SP

Comments 4 pages, 0 figures

Journal ref Sensors 2023, 23, 8214

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework

Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van Hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Shared first authors: De Clercq & Puffay

Implicit Gaussian process representation of vector fields over arbitrary latent manifolds

Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments ICLR 2024 conference paper. Associated code: https://github.com/agosztolai/RVGP

Complete Inference of Causal Relations between Dynamical Systems

Zsigmond Benkő, Ádám Zlatniczki, Marcell Stippinger, Dániel Fabó, András Sólyom, Loránd Erőss, András Telcs, Zoltán Somogyvári

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data

Xiaohui Zhang, Eric C. Landsness, Hanyang Miao, Wei Chen, Michelle Tang, Lindsey M. Brier, Joseph P. Culver, Jin-Moo Lee, Mark A. Anastasio

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Early Warning Prediction with Automatic Labeling in Epilepsy Patients

Peng Zhang, Ting Gao, Jin Guo, Jinqiao Duan, Sergey Nikolenko

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 13 pages,4 figures

Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression

Neel R Vora, Amir Hajighasemi, Cody T. Reynolds, Amirmohammad Radmehr, Mohamed Mohamed, Jillur Rahman Saurav, Abdul Aziz, Jai Prakash Veerla, Mohammad S Nasr, Hayden Lotspeich, Partha Sai Guttikonda, Thuong Pham, Aarti Darji, Parisa Boodaghi Malidarreh, Helen H Shang, Jay Harvey, Kan Ding, Phuc Nguyen, Jacob M Luber

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

The brain uses renewal points to model random sequences of stimuli

Fernando A. Najman, Antonio Galves, Marcela Svarc, Claudia D. Vargas

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 11 pages, 5 figures

Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases

Anusha A. S., Pradeep Kumar G., A. G. Ramakrishnan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Patient Independent Interictal Epileptiform Discharge Detection

Matthew McDougall, Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Accepted for publication at EMBC 2023

The neural dynamics of auditory word recognition and integration

Jon Gauthier, Roger Levy

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Published at EMNLP 2023

InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity

Chun-Hsiang Chuang, Shao-Xun Fang, Chih-Sheng Huang, Weiping Ding

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes

Sarah J. Gascoigne, Nathan Evans, Gerard Hall, Csaba Kozma, Mariella Panagiotopoulou, Gabrielle M. Schroeder, Callum Simpson, Christopher Thornton, Frances Turner, Heather Woodhouse, Jess Blickwedel, Fahmida Chowdhury, Beate Diehl, John S. Duncan, Ryan Faulder, Rhys H. Thomas, Kevin Wilson, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing

Md Razuan Hossain, Ahmed Salah Mohamed, Nicholas Xavier Armendarez, Joseph S. Najem, Md Sakib Hasan

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Supplementary information is attached under the main text

Threshold distribution of equal states for quantitative amplitude fluctuations

Yao Wenpo, Yao Wenli, Wang Jun

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Physiol. Meas. 44 095004 (2023)

Shorter duration of slow wave sleep is related to symptoms of depression in patients with epilepsy

Stefanía Eyjolfsdóttir, Eugen Trinka, Yvonne Höller

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments accepted in Epilepsy & Behavior on 02.11.23

New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction

Joshua Bègue, Mohamed Aymen Labiod, Abdelhamid Melloulk

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Journal ref IEEE Communications Magazine, vol. 61, no. 10, pp. 54-60, October 2023

Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series

Yihe Wang, Yu Han, Haishuai Wang, Xiang Zhang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted by NeurIPS 2023; 24pages (13 pages main paper + 11 pages supplementary materials)

Journal ref NeurIPS 2023

Path Signatures for Seizure Forecasting

Jonas F. Haderlein, Andre D. H. Peterson, Parvin Zarei Eskikand, Mark J. Cook, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Complementary structural and functional abnormalities to localise epileptogenic tissue

Jonathan J Horsley, Rhys H Thomas, Fahmida A Chowdhury, Beate Diehl, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Sjoerd B Vos, Matthew C Walker, Gavin P Winston, John S Duncan, Yujiang Wang, Peter N Taylor

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 5 figures

Delta-alpha cross-frequency coupling for different brain regions

Dushko Lukarski, Spase Petkoski, Peng Ji, Tomislav Stankovski

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Preprint - accepted in 'Chaos: An Interdisciplinary Journal of Nonlinear Science'

Journal ref Chaos 33, 103126 (2023)

Neural criticality from effective latent variables

Mia C. Morrell, Ilya Nemenman, Audrey J. Sederberg

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 19 pages, 5 figures

Diagnosing Bipolar Disorder from 3-D Structural Magnetic Resonance Images Using a Hybrid GAN-CNN Method

Masood Hamed Saghayan, Mohammad Hossein Zolfagharnasab, Ali Khadem, Farzam Matinfar, Hassan Rashidi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Modeling Temporal Lobe Epilepsy during Music Large-Scale Form Perception using the Impulse Pattern Formulation (IPF) Brain Mode

Rolf Bader

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network

Kaiyuan Zhang, Ziyi Ye, Qingyao Ai, Xiaohui Xie, Yiqun Liu

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Epileptic seizure forecasting with long short-term memory (LSTM) neural networks

Daniel E. Payne, Jordan D. Chambers, Anthony Burkitt, Mark J. Cook, Levin Kuhlman, Dean R. Freestone, David B. Grayden

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Currently submitted at Journal of Neural Engineering. 26 pages and 6 Figures

Sensors and Systems for Monitoring Mental Fatigue: A systematic review

Prabin Sharma, Joanna C. Justus, Megha Thapa, Govinda R. Poudel

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 19 Pages, 3 Figures