脑机接口 / BCI

The more, the better? Evaluating the role of EEG preprocessing for deep learning applications

Federico Del Pup, Andrea Zanola, Louis Fabrice Tshimanga, Alessandra Bertoldo, Manfredo Atzori

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

Comments Submitted to IEEE for possible publication. Currently under revision. Federico Del Pup and Andrea Zanola are co-first authors. GitHub repository: see https://github.com/MedMaxLab/eegprepro

EEG Based Decoding of the Perception and Regulation of Taboo Words

Parisa Ahmadi Ghomroudi, Michele Scaltritti, Bianca Monachesi, Peera Wongupparaj, Remo Job, Alessandro Grecucci

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

Low-latency auditory spatial attention detection based on spectro-spatial features from EEG

Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li

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

Comments This work has been submitted to the IEEE for possible publication

Towards Effective Deep Neural Network Approach for Multi-Trial P300-based Character Recognition in Brain-Computer Interfaces

Praveen Kumar Shukla, Hubert Cecotti, Yogesh Kumar Meena

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities

Miguel A. Blanco-Rios, Milton O. Candela-Leal, Cecilia Orozco-Romo, Paulina Remis-Serna, Carol S. Velez-Saboya, Jorge De-J. Lozoya-Santos, Manuel Cebral-Loureda, Mauricio A. Ramirez-Moreno

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 20 pages, 7 figures. Submitted to Frontiers in Human Neuroscience

Journal ref Frontiers in Human Neuroscience, 18, 1319574 (2024)

Optimising EEG decoding with refined sampling and multimodal feature integration

Arash Akbarinia

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

Accelerated Algorithms for Source Orientation Detection (AORI) and Spatiotemporal LCMV (ALCMV) Beamforming in EEG Source Localization

Ava Yektaeian Vaziri, Bahador Makkiabadi

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

Masked EEG Modeling for Driving Intention Prediction

Jinzhao Zhou, Justin Sia, Yiqun Duan, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin

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

DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis

Yue Pan, Qile Liu, Qing Liu, Li Zhang, Gan Huang, Xin Chen, Fali Li, Peng Xu, Zhen Liang

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

Comments 11 pages, 3 figures

Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning

Chi-Sheng Chen, Chun-Shu Wei

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 19 pages, 14 figures

JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning

Ildar Rakhmatulin

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

Ongoing EEG artifact correction using blind source separation

Nicole Ille, Yoshiaki Nakao, Yano Shumpei, Toshiyuki Taura, Arndt Ebert, Harald Bornfleth, Suguru Asagi, Kanoko Kozawa, Izumi Itabashi, Takafumi Sato, Rie Sakuraba, Rie Tsuda, Yosuke Kakisaka, Kazutaka Jin, Nobukazu Nakasato

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

Comments 16 pages, 4 figures, 3 tables

Journal ref Clinical Neurophysiology 158 (2024) 149-158

Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model

Hongguang Pan, Zhuoyi Li, Yunpeng Fu, Xuebin Qin, Jianchen Hu

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

Multifractal organization of EEG signals in Multiple Sclerosis

Marcin Wątorek, Wojciech Tomczyk, Magda Gawłowska, Natalia Golonka-Afek, Aleksandra Żyrkowska, Monika Marona, Marcin Wnuk, Agnieszka Słowik, Jeremi K. Ochab, Magdalena Fafrowicz, Tadeusz Marek, Paweł Oświęcimka

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

Comments 39 pages, including supplementary materials (11 figures, 4 tables)

Journal ref Biomedical Signal Processing and Control 91, 105916 (2024)

DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation

Yiqun Duan, Jinzhao Zhou, Zhen Wang, Yu-Kai Wang, Chin-Teng Lin

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

EEG-based performance-driven adaptive automated hazard alerting system in security surveillance support

Xiaoshan Zhou, Pin-Chao Liao

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

Investigating the Impact of a Dual Musical Brain-Computer Interface on Interpersonal Synchrony: A Pilot Study

Anita Vrins, Ethel Pruss, Caterina Ceccato, Jos Prinsen, Maryam Alimardani

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

Comments 6 pages, 4 figures

A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo, Seif Eldawlatly

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals

Ayush Tripathi, Aryan Gupta, A. P. Prathosh, Suriya Prakash Muthukrishnan, Lalan Kumar

专题命中 EEG解码 ：neural signal(title)；brain-computer interface(abstract)；EEG(abstract)；分类 cs.HC

Sparse wavelet-based solutions for the M/EEG inverse problem

Samy Mokhtari, Jean-Michel Badier, Christian G. Bénar, Bruno Torrésani

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

Journal ref Sampling Theory and Applications (SampTA) 2023, Smita Krishnaswamy, Bastian Rieck, Ian Adelstein and Guy Wolf, Jul 2023, New Haven (Yale University), United States

Unified Framework for Identity and Imagined Action Recognition from EEG patterns

Marco Buzzelli, Simone Bianco, Paolo Napoletano

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

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation

Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments Gaze Meets Machine Learning Workshop (GMML@NeurIPS), New Orleans, Louisiana, USA, December 2022

Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short report

Ildar Rakhmatulin

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

AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition

Yongling Xu, Yang Du, Jing Zou, Tianying Zhou, Lushan Xiao, Li Liu, Pengcheng

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

Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition

Yongtao Zhang, Yue Pan, Yulin Zhang, Linling Li, Li Zhang, Gan Huang, Zhen Liang, Zhiguo Zhang

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

Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices

Hanna Poikonen, Tomasz Zaluska, Xiaying Wang, Michele Magno, Manu Kapur

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

A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm

Gwenevere Frank, Scott Makeig, Arnaud Delorme

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

Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding

Wanguang Yin, Zhichao Liang, Jianguo Zhang, Quanying Liu

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

New Approach for Designing cVEP BCI Stimuli Based on Superposition of Edge Responses

M. N. Yasinzai, Y. Z. Ider

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

Comments This paper has two parts: the main text and the supporting material. Main text is 16 pages, has 11 figures, and has 1 table. Supporting material is 11 pages, has one figure, and has 24 tables. This paper is submitted to IOP BPEX journal

Journal ref Biomed. Phys. Eng. Express 6 (2020) 045018

Reliability and validity of TMS-EEG biomarkers

Sara Parmigiani, Jessica M. Ross, Christopher Cline, Christopher B. Minasi, Juha Gogulski, Corey J Keller

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