脑机接口 / BCI

Effect of Haptic Assistance Strategy on Mental Engagement in Fine Motor Tasks

Hemanth Manjunatha, Shrey Pareek, Amirhossein H. Memar, Thenkurussi Kesavadas, Ehsan T. Esfahani

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

Comments 18 Pages, 11 Figures, Journal Pre-print

Journal ref Journal of Medical Robotics Research 5.01n02 (2020): 2041004

Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework

Jonas Kohler, Maarten C. Ottenhoff, Sophocles Goulis, Miguel Angrick, Albert J. Colon, Louis Wagner, Simon Tousseyn, Pieter L. Kubben, Christian Herff

专题命中 EEG解码 ：EEG(abstract)；cortical(abstract)；分类 cs.LG、cs.HC

Bandwidth-efficient distributed neural network architectures with application to body sensor networks

Thomas Strypsteen, Alexander Bertrand

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

SOUL: An Energy-Efficient Unsupervised Online Learning Seizure Detection Classifier

Adelson Chua, Michael I. Jordan, Rikky Muller

专题命中 EEG解码 ：EEG(abstract)；neural signal(abstract)；分类 eess.SP、cs.LG

Comments Copyright 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref IEEE Journal of Solid-State Circuits, 2022

PIEEG: Turn a Raspberry Pi into a Brain-Computer-Interface to measure biosignals

Ildar Rakhmatulin, Sebastian Volkl

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

Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning

Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung

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

Comments Mirror version of the manuscript in the Journal of Neural Engineering on IOP Science (https://iopscience.iop.org/article/10.1088/1741-2552/abcb6e/meta), Journal of Neural Engineering (2020)

Real or Virtual? Using Brain Activity Patterns to differentiate Attended Targets during Augmented Reality Scenarios

Lisa-Marie Vortmann, Leonid Schwenke, Felix Putze

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

Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence

Byung Hyung Kim, Seunghun Koh, Sejoon Huh, Sungho Jo, Sunghee Choi

专题命中 EEG解码 ：EEG(abstract)；neural signal(abstract)；分类 cs.LG、cs.HC

Journal ref IEEE Access, Vol.8, 2020

A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs

Wonjun Ko, Eunjin Jeon, Heung-Il Suk

专题命中 EEG解码 ：BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Comments 8 pages, 6 figures, 2 tables, and under review

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features

Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Joseph Schmidt, Mubarak Shah

专题命中 EEG解码 ：EEG(abstract)；neural signal(abstract)；分类 q-bio.NC、cs.LG

Analysis of Gait-Event-related Brain Potentials During Instructed And Spontaneous Treadmill Walking -- Technical Affordances and used Methods

Cornelia Herbert, Jan Nachtsheim, Michael Munz

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

Reconfiguration of Brain Network between Resting-state and Oddball Paradigm

Fali Li, Chanlin Yi, Yuanyuan Liao, Yuanling Jiang, Yajing Si, Limeng Song, Tao Zhang, Dezhong Yao, Yangsong Zhang, Zehong Cao, Peng Xu

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

Comments This manuscript is submitting to IEEE Transactions on Cognitive and Developmental Systems

Neural Signatures of Motor Skill in the Resting Brain

Ozan Özdenizci, Timm Meyer, Felix Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup

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

Comments 2019 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2019)

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals

Tom Dupré La Tour, Thomas Moreau, Mainak Jas, Alexandre Gramfort

专题命中 EEG解码 ：EEG(abstract)；neural signal(abstract)；分类 eess.SP、cs.LG

Continuous use of ERP-based BCIs with different visual angles in ALS patients

Jing Jin, Brendan Z. Allison, Yu Zhang, Yan Chen, Sijie Zhou, Yi Dong, Xingyu Wang, Andrzej Chchocki

专题命中 EEG解码 ：BCI(abstract)；brain computer interface(abstract)；分类 q-bio.NC、cs.HC

A short review and primer on electroencephalography in human computer interaction applications

Lauri Ahonen, Benjamin Cowley

专题命中 EEG解码 ：BCI(abstract)；EEG(abstract)；分类 q-bio.NC、cs.HC

Comments 13 pages, 1 figure. Part of a journal

Beyond visual P300 based brain-computer interfacing paradigms

Tomasz M. Rutkowski

专题命中 EEG解码 ：BCI(abstract)；EEG(abstract)；分类 q-bio.NC、cs.HC

Comments 7 pages, 5 figures, Proceedings of the Third Postgraduate Consortium International Workshop on Innovations in Information and Communication Science and Technology, (E. Cooper, G. A. Kobzev, A. F. Uvarov, and V. V. Kryssanov, eds.), (Tomsk, Russia), pp. 277-283, TUSUR and Ritsumeikan, September 2-5, 2013. ISBN 978-5-86889-7

Altered oscillatory brain networks during emotional face processing in ADHD: an eLORETA and functional ICA study

ADHD患者在情绪面孔处理过程中脑震荡网络的改变：一项eLORETA和功能性ICA研究

Saghar Vosough, Gian Candrian, Johannes Kasper, Hossam Abdel Rehim, Dominique Eich, Andreas Mueller, Lutz Jäncke

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

AI总结 ADHD患者在情绪面孔处理中表现出振荡脑网络的细微改变，研究采用eLORETA和功能性ICA方法揭示其神经动态特征。

Comments 39 pages, 4 figures. This manuscript reports a source-level EEG network analysis (eLORETA and functional ICA) of oscillatory brain dynamics during cognitive and emotional Go/NoGo tasks in ADHD and control participants. Behavioral and electrophysiological results are presented. Submitted manuscript (preprint)

Speech Imagery Classification using Length-Wise Training based on Deep Learning

Byeong-Hoo Lee, Byeong-Hee Kwon, Do-Yeun Lee, Ji-Hoon Jeong

专题命中 EEG解码 ：brain-computer interface(abstract,comments)；motor imagery(abstract)；分类 cs.HC

Comments Submitted IEEE The 9th International Winter Conference on Brain-Computer Interface

A computational investigation of the relationships between single-neuron and network dynamics in the cerebral cortex

Stefano Cavallari

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

Comments PhD thesis (integrate-and-fire neurons, recurrent neural networks, current based neurons, conductance based neurons, LFP, EEG, information encoding, GLM, Wiener filtering, PV-pos interneuron) 170 pages, 57 figures, 8 tables

EpiLENS: Patient-Relative Epileptogenic Zone Localization from Multi-Center Intracranial EEG

EpiLENS：基于多中心颅内脑电图的患者相对致痫区定位

Yuanchu Gong, Zibo Yan, Yibo Lyu, Chen Chen, Sixian Chan, Yalin Wang

专题命中 EEG解码 ：EEG(title)

AI总结 本研究提出EpiLENS框架，通过保守双证据定位策略结合PRQ-Net与BCR-Net分支，在多中心iEEG数据上实现更准确的患者相对致痫区定位，性能优于基线方法且泛化性良好。

Comments 17pages, 6 figures

Advanced EEG Source Models from the Perspective of FEM and Inverse Solutions

基于有限元法与逆问题求解的先进脑电源模型

Santtu Söderholm, Joonas Lahtinen, Sampsa Pursiainen

专题命中 EEG解码 ：EEG(title)

AI总结 该研究对比了两款有限元软件的脑电源模型，结合多种源估计方法，发现逆方法的性能取决于源聚焦假设与源模型的兼容性，宽分布源模型对噪声更敏感。

Comments 18 pages, 14 figures, an extended version of the conference paper https://arxiv.org/abs/2604.20448, fixed typo in Section 4.5 title

DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction

Cunhang Fan, Sheng Zhang, Jingjing Zhang, Enrui Liu, Xinhui Li, Gangming Zhao, Zhao Lv

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Anhui University（安徽大学） 纠错

专题命中 EEG解码 ：EEG(title)

Comments Accepted by ACM MM 2025

Self-Supervised Distillation of Legacy Rule-Based Methods for Enhanced EEG-Based Decision-Making

Yipeng Zhang, Yuanyi Ding, Chenda Duan, Atsuro Daida, Hiroki Nariai, Vwani Roychowdhury

机构 * Samueli School of Engineering, UCLA, USA（UCLA工程学院） ； Mattel Children’s Hospital, David Geffen School of Medicine, UCLA, USA（Mattel儿童医院，大卫·格芬医学院，UCLA） 纠错

专题命中 EEG解码 ：EEG(title)

The analytical subtraction approach for solving the forward problem in EEG

Leandro Beltrachini

专题命中 EEG解码 ：EEG(title)

A unified information-theoretic model of EEG signatures of human language processing

Jiaxuan Li, Richard Futrell

专题命中 EEG解码 ：EEG(title)

Comments 4 pages, 3 figures, accepted InfoCog workshop at NeurIPS 2022

StrokeSight: A Novel EEG-Based Diagnostic System for Strokes Using Spectral Analysis and Deep Learning

Rohan Kalahasty, Lakshmi Sritan Motati

专题命中 EEG解码 ：EEG(title)

Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals

Charalampos Saitis, Kyriaki Kalimeri

专题命中 EEG解码 ：EEG(title)

Comments IEEE Transactions on Affective Computing 2018

Analyse discriminante matricielle descriptive. Application a l'étude de signaux EEG

Juliette Spinnato, Marie-Christine Roubaud, Margaux Perrin, Emmanuel Maby, Jeremie Mattout, Boris Burle, Bruno Torrésani

专题命中 EEG解码 ：EEG(title)

Comments in French, Journ{é}es de statistique de la SFDS, Jun 2015, Lille, France

Techniques for noise removal from EEG, EOG and air flow signals in sleep patients

Matthew J. Berryman, Sheila Messer, Andrew Allison, Derek Abbott

专题命中 EEG解码 ：EEG(title)

Comments 9 pages, 3 figures