脑机接口 / BCI

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

Multimodal Integration of Olfactory and Visual Processing through DCM analysis: Contextual Modulation of Facial Perception

Gianluca Rho, Alejandro Luis Callara, Francesco Bossi, Dimitri Ognibene, Cinzia Cecchetto, Tommaso Lomonaco, Enzo Pasquale Scilingo, Alberto Greco

专题命中 EEG解码 ：cortical(abstract)；分类 q-bio.NC

TACOformer:Token-channel compounded Cross Attention for Multimodal Emotion Recognition

Xinda Li

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted by IJCAI 2023- AI4TS workshop

Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals

Yu-Ting Lan, Kan Ren, Yansen Wang, Wei-Long Zheng, Dongsheng Li, Bao-Liang Lu, Lili Qiu

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments A preprint version of an ongoing work

Neural complexity -- Statistical-mechanical approach of human electroencephalograms

Dimitri Marques Abramov, Constantino Tsallis, Henrique Santos Lima

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Review of medical data analysis based on spiking neural networks

X. Li, X. Zhang, X. Yi, D. Liu, H. Wang, B. Zhang, B. Zhang, D. Zhao, L. Wang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Estudio de la Experiencia de Usuario mediante un Sistema de Dashboards de Análisis de Aprendizaje Multimodal

Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fierrez

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Accepted in "XXIII CONGRESO INTERNACIONAL DE INTERACCIÓN PERSONA-ORDENADOR 2023". Article in Spanish language. The abstract in English and Spanish. There is an extended abstract of 2 pages in English

TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring

Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Keywords: Mistrust Scores, Latent-Space, Model monitoring, Trustworthy AI, Explainable AI, Semantic-guided AI

Journal ref IEEE Transactions on Artificial Intelligence, 2023

Two Models of Mind Blanking

Angelica Kaufmann, Sara Parmigiani, Toshikazu Kawagoe, Elliot Zabaroff, Barnaby Wells

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Reporting existing datasets for automatic epilepsy diagnosis and seizure detection

Palak Handa, Sakshi Tiwari, Nidhi Goel

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments arXiv admin note: text overlap with arXiv:2108.01030

UMM: Unsupervised Mean-difference Maximization

Jan Sosulski, Michael Tangermann

专题命中 EEG解码 ：brain-computer interface(abstract)；分类 cs.LG

Gotta Go Fast: Measuring Input/Output Latencies of Virtual Reality 3D Engines for Cognitive Experiments

Taeho Kang, Christian Wallraven

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients

Yuhan Hou, Jack Ji, Yi Zhu, Thomas Dell, Xilin Liu

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

A Novel Power-optimized CMOS sEMG Device with Ultra Low-noise integrated with ConvNet (VGG16) for Biomedical Applications

Ahmed Ayman - Mohamed Sabry

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Skeleton-based action analysis for ADHD diagnosis

Yichun Li, Yi Li, Rajesh Nair, Syed Mohsen Naqvi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Parkinsons Disease Detection via Resting-State Electroencephalography Using Signal Processing and Machine Learning Techniques

Krish Desai

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 9 pages, 8 figures

Does Double Biofeedback Affect Functional Hemispheric Asymmetry and Activity? A Pilot Study

Valeriia Demareva, Elena Mukhina, Tatiana Bobro

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Picture-word interference in language production studies: Exploring the roles of attention and processing times

Audrey Bürki, Sylvain Madec

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Time Series Forecasting Using Manifold Learning

Panagiotis Papaioannou, Ronen Talmon, Ioannis Kevrekidis, Constantinos Siettos

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Journal ref Chaos, 32, 083113, 2022

Investigating the role of visual experience with face-masks in face recognition during COVID-19

Srijita Karmakar, Koel Das

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Keywords: Face recognition, face-masks, COVID-19, ERP (39 pages, 7 figures)