脑机接口 / BCI

Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"

Patrick Ofner, Joana Pereira, Reinmar Kobler, Andreas Schwarz, Gernot R. Müller-Putz

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

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

Lies Bollens, Tom Francart, Hugo Van Hamme

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Journal ref ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 1256-1260

A Personalised User Authentication System based on EEG Signals

Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Deep representation of EEG data from Spatio-Spectral Feature Images

Nikesh Bajaj, Jesús Requena Carrión, Francesco Bellotti

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments For reproducing results and supporting code, visit https://phyaat.github.io

Review of analytical instruments for EEG analysis

S. N. Agapov, V. A. Bulanov, A. V. Zakharov, M. S. Sergeeva

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

Comments Review and rework

Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes

Monira Islam, Tan Lee

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

MEMD-HHT based Emotion Detection from EEG using 3D CNN

Monira Islam, Tan Lee

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition

Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments Accepted as a regular paper in IEEE Transactions on Affective Computing. A version after proof-reading. Some typos in the Early Access version of IEEE Xplore are corrected

Journal ref IEEE Transactions on Affective Computing 2022

Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy

Nishant Sinha, John S. Duncan, Beate Diehl, Fahmida A. Chowdhury, Jane de Tisi, Anna Miserocchi, Andrew W. McEvoy, Kathryn A. Davis, Sjoerd B. Vos, Gavin P. Winston, Yujiang Wang, Peter N. Taylor

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

A streamable large-scale clinical EEG dataset for Deep Learning

Dung Truong, Manisha Sinha, Kannan Umadevi Venkataraju, Michael Milham, Arnaud Delorme

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis

Md Shafayet Hossain, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal H. M. Ali, Ahmad Ashrif A. Bakar, Serkan Kiranyaz, Amith Khandakar, Mohammed Alhatou, Rumana Habib, Muhammad Maqsud Hossain

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments 25 pages, 10 figures and 2 tables

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms

Arafat Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments 16 pages, 11 Figures, 7 tables

Journal ref IEEE Access ( Volume: 9), 94625 - 94643, 2021

EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios

Sunit Bhattacharya, Věra Kloudová, Vilém Zouhar, Ondřej Bojar

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments Submitted to Nature Scientific Data

Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep

Maria Laura Ferster, Giulia Da Poian, Kiran Menachery, Simon J. Schreiner, Caroline Lustenberger, Angelina Maric, Reto Huber, Christian Baumann, Walter Karlen

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification

Jialin Wang, Rui Gao, Haotian Zheng, Hao Zhu, C. -J. Richard Shi

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments 12 pages, 7 figures

Automated Feature Extraction on AsMap for Emotion Classification using EEG

Md. Zaved Iqubal Ahmed, Nidul Sinha, Souvik Phadikar, Ebrahim Ghaderpour

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments 18 pages, 7 figures, published in Sensors (MDPI)

Journal ref Sensors 2022, 22(6), 2346

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments conference, 11 pages, 5 figures

Evaluation of Performance for Human In-Vivo Conductivity Estimation from EEG and sEEG Recorded in Simultaneous with Intracerebral Electrical Stimulation

Hamza Altakroury, Laurent Koessler, Radu Ranta, Janis Hofmanis, Sophie Colnat Coulbois, Louis Maillard, Valérie Louis Dorr

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

Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation

Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments 5 pages, 3 figures, IEEE ICASSP 2022

Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm

Niamh McCallan, Scot Davidson, Kok Yew Ng, Pardis Biglarbeigi, Dewar Finlay, Boon Leong Lan, James McLaughlin

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

Comments 8 pages, 6 figures, accepted for publication at the 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

Journal ref 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021, pp. 1269-1276

Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis

Amitai Bickel, Alexey Gavrilov, Shimon Ivry, Neta B Maimon, Lior Molcho, Nathan Intrator

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

Holistic Semi-Supervised Approaches for EEG Representation Learning

Guangyi Zhang, Ali Etemad

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments Accepted by IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals

Cédric Rommel, Thomas Moreau, Joseph Paillard, Alexandre Gramfort

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Image-based eeg classification of brain responses to song recordings

Adolfo G. Ramirez-Aristizabal, Mohammad K. Ebrahimpour, Christopher T. Kello

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments 6 pages, 2 figures, 3 tables, 2 equations

An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction

Biao Sun, Zhigang Wei, Pei Liang, Huirang Hou

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging

Vaibhav Joshi, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments Preprint Only

Certainty based Reduced Sparse Solution for Dense Array EEG Source Localization

Teja Mannepalli, Aurobinda Routray

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2018

Journal ref IEEE Transactions on Neural Systems and Rehabilitation Engineering 27.2 (2018): 172-178

Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI

Jalal Mirakhorli

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

Comments 13 pages, 2 figures

Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis

Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco J. Martínez-Murcia, Marco Formoso, Almudena Giménez

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

An EEG-based approach for Parkinson's disease diagnosis using Capsule network

Shujie Wang, Gongshu Wang, Guangying Pei

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments 6 pages,2 image, 3 tables