脑机接口 / BCI - arXivDaily 专题

2504.15101 2025-04-22 cs.HC cs.AI cs.ET 79%

NeuGaze: Reshaping the future BCI

Yiqian Yang

机构 * Yiqian Yang（第1作者）

专题命中 BCI数据与评测：BCI(title)；brain-computer interface(abstract)；分类 cs.HC

2106.06769 2024-12-03 cs.LG cs.CV eess.IV 79%

Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images

Junfu Chen, Sirui Li, Dechang Pi

专题命中 BCI数据与评测：EEG(title,abstract)；分类 cs.LG

2406.08081 2024-06-13 eess.SP 79%

CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition

Yuan Liao, Yuhong Zhang, Shenghuan Wang, Xiruo Zhang, Yiling Zhang, Wei Chen, Yuzhe Gu, Liya Huang

专题命中 BCI数据与评测：EEG(title,abstract)；分类 eess.SP

2309.07798 2024-03-28 eess.SP cs.SY eess.SY 79%

Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology

Xiaying Wang, Lan Mei, Victor Kartsch, Andrea Cossettini, Luca Benini

专题命中 BCI数据与评测：EEG(title,abstract)；分类 eess.SP

2309.10910 2024-02-05 cs.LG cs.AI 79%

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

专题命中 BCI数据与评测：EEG(title,abstract)；分类 cs.LG

2310.07408 2023-10-12 eess.SY cs.HC cs.SY 79%

Automatic Control of Reactive Brain Computer Interfaces

Pex Tufvesson, Frida Heskebeck

专题命中 BCI数据与评测：brain computer interface(title,abstract)；分类 cs.HC

Comments The authors contributed equally and share first authorship

2308.14059 2023-08-29 cs.SD cs.HC eess.AS 79%

Multi-Subdomain Adversarial Network for Cross-Subject EEG-based Emotion Recognition

Guang Lin, Jianhai Zhang

专题命中 BCI数据与评测：EEG(title,abstract)；分类 cs.HC

2307.11699 2023-07-24 cs.HC 79%

Co-Design with Myself: A Brain-Computer Interface Design Tool that Predicts Live Emotion to Enhance Metacognitive Monitoring of Designers

Qi Yang, Shuo Feng, Tianlin Zhao, Saleh Kalantari

专题命中 BCI数据与评测：brain-computer interface(title)；BCI(abstract)；分类 cs.HC

2203.09164 2023-05-31 cs.HC cs.NI 79%

A Survey on Brain-Computer Interface and Related Applications

Krishna Pai, Rakhee Kallimani, Sridhar Iyer, B. Uma Maheswari, Rajashri Khanai, Dattaprasad Torse

专题命中 BCI数据与评测：brain-computer interface(title)；BCI(abstract)；分类 cs.HC

Journal ref Machine Intelligence for Internet of Medical Things: Applications and Future Trends, Computational Intelligence for Data Analysis (2023) 2:210-228 (19)

2009.11662 2021-07-29 eess.SP 79%

EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising

Haoming Zhang, Mingqi Zhao, Chen Wei, Dante Mantini, Zherui Li, Quanying Liu

专题命中 BCI数据与评测：EEG(title,abstract)；分类 eess.SP

2107.07740 2021-07-19 cs.LG cs.AI 79%

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

Hao Chen, Ming Jin, Zhunan Li, Cunhang Fan, Jinpeng Li, Huiguang He

专题命中 BCI数据与评测：EEG(title,abstract)；分类 cs.LG

Comments 10 pages, 8 figures

1903.07825 2019-03-20 eess.SP stat.ML 79%

Machine Learning for removing EEG artifacts: Setting the benchmark

Subhrajit Roy

专题命中 BCI数据与评测：EEG(title,abstract)；分类 eess.SP

Comments 2 pages

1712.08314 2018-05-22 cs.LG cs.CV cs.NE stat.ML 79%

Benchmarking Decoupled Neural Interfaces with Synthetic Gradients

Ekaba Bisong

专题命中 BCI数据与评测：neural interface(title,abstract)；分类 cs.LG

Comments Serious issues with the content and not appropriate for high-level academic distribution

2501.18089 2025-01-31 cs.NE cs.LG q-bio.NC 79%

ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks

Junyan Li, Bin Hu, Zhi-Hong Guan

专题命中 BCI数据与评测：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 q-bio.NC、cs.LG

2312.07546 2023-12-14 eess.SP cs.LG 79%

Decoding Working-Memory Load During n-Back Task Performance from High Channel NIRS Data

Christian Kothe, Grant Hanada, Sean Mullen, Tim Mullen

专题命中 BCI数据与评测：BCI(abstract)；brain-computer interface(abstract)；cortical(abstract)；分类 eess.SP、cs.LG

Comments 29 pages, 9 figures. Under review

2403.11772 2024-10-10 cs.LG cs.AI 78%

S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention

Pierre Guetschel, Thomas Moreau, Michael Tangermann

专题命中 BCI数据与评测：BCI(abstract)；EEG(abstract)；motor imagery(abstract)；分类 cs.LG

Journal ref 9th Graz Brain-Computer Interface Conference (2024) 11-16

2607.22302 2026-07-27 cs.CV 新提交 78%

fMRI2Face: A Full-HD fMRI-Video Dataset and Geometry-Guided Neural Decoding Framework for Dynamic Human Face Reconstruction

fMRI2Face：用于动态人脸重建的全高清功能磁共振成像视频数据集和几何引导神经解码框架

Jingyang Huo, Xiangru Huang, Chentao Shen, Yikai Wang, Yun Wang, Jianxiong Gao, Shihao Jin, Yanwei Fu, Jianfeng Feng

机构 * Fudan University（复旦大学）； Westlake University（西湖大学）； Zhejiang University（浙江大学）； Nanyang Technological University（南洋理工大学）； Xmov（未提及通用中文名，可音译为艾莫夫）

专题命中 BCI数据与评测：neural decoding(title,abstract)

AI总结该研究提出fMRI-Face数据集及fMRI2Face框架，用于从大脑活动重建动态人脸。框架从大脑活动中获取两种互补神经控制，经整合实现高保真面部视频重建，实验显示其性能优于基线，为动态面部感知研究提供了新平台和基准。

2505.15755 2025-05-22 cs.CV 78%

Exploring The Visual Feature Space for Multimodal Neural Decoding

Weihao Xia, Cengiz Oztireli

机构 * University of Cambridge（剑桥大学）

专题命中 BCI数据与评测：neural decoding(title,abstract)

Comments Project: https://weihaox.github.io/VINDEX

2504.11568 2025-04-17 cs.NE 78%

Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding

Francesca Rivelli, Martin Popov, Charalampos S. Kouzinopoulos, Guangzhi Tang

专题命中 BCI数据与评测：neural decoding(title,abstract)

Comments Accepted by EMBC 2025

2504.07775 2025-04-11 eess.IV cs.CV physics.med-ph 78%

Focal Cortical Dysplasia Type II Detection Using Cross Modality Transfer Learning and Grad-CAM in 3D-CNNs for MRI Analysis

Lorenzo Lasagni, Antonio Ciccarone, Renzo Guerrini, Matteo Lenge, Ludovico D'incerti

专题命中 BCI数据与评测：cortical(title,abstract)

2503.18998 2025-03-26 eess.IV cs.AI cs.CV 78%

FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition

Haiqi Liu, C. L. Philip Chen, Tong Zhang

专题命中 BCI数据与评测：EEG(title,abstract)

Comments Under Review

2411.07652 2024-11-13 math.CO math.GR 78%

On the BCI Problem

Ted Dobson, Gregory Robson

专题命中 BCI数据与评测：BCI(title,abstract)

2307.11362 2023-07-24 math.RA 78%

Ordered homomorphisms and kernels of ordered BCI-algebras

Eunsuk Yang, Eun Hwan Roh, Young Bae Jun

专题命中 BCI数据与评测：BCI(title,abstract)

2204.11425 2022-05-11 eess.IV cs.CV 78%

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin

专题命中 BCI数据与评测：BCI(title,abstract)

Comments Accepted by CVPR2022 Workshop

2107.05451 2021-07-13 cs.CV 78%

AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions

Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister

专题命中 BCI数据与评测：cortical(title,abstract)

Comments The two first authors contributed equally. To be published in the proceedings of MICCAI 2021

2003.06624 2020-03-17 math.GR 78%

On $\BCI$-groups and $\CI$-groups

Asieh Sattari, Majid Arezoomand, Mohammad A. Iranmanesh

专题命中 BCI数据与评测：BCI(title,abstract)

Comments 12 pages

1912.07141 2019-12-17 math.GR 78%

On Holomorphy of Fenyves BCI-Algebras

Emmanuel Ilojide, Temitope Gbolahan Jaiyeola, Memudu Olaposi Olatinwo

专题命中 BCI数据与评测：BCI(title,abstract)

Comments 17

Journal ref Journal of the Nigerian Mathematical Society (2019), Vol. 38, Issue 2, 139-155

1902.09895 2019-03-22 math.LO math.RA 78%

Pseudo BCI-algebras with derivations

Lavinia Corina Ciungu

专题命中 BCI数据与评测：BCI(title,abstract)

1808.10697 2018-09-03 math.RA 78%

Some properties of pseudo-BCK- and pseudo-BCI-algebras

Petr Emanovský, Jan Kühr

专题命中 BCI数据与评测：BCI(title,abstract)

Journal ref Fuzzy Sets and Systems 339 (2018) 1-16

1803.04808 2018-03-14 cs.LO 78%

Semi-BCI Algebras

Regivan H. N. Santiago, Benjamin Bedregal, João Marcos, Carlos Caleiro, Jocivania Pinheiro

专题命中 BCI数据与评测：BCI(title,abstract)

Comments 30 pages, 1 figure

1. BCI数据与评测 504 篇

NeuGaze: Reshaping the future BCI

Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images

CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition

Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

Automatic Control of Reactive Brain Computer Interfaces

Multi-Subdomain Adversarial Network for Cross-Subject EEG-based Emotion Recognition

Co-Design with Myself: A Brain-Computer Interface Design Tool that Predicts Live Emotion to Enhance Metacognitive Monitoring of Designers

A Survey on Brain-Computer Interface and Related Applications

EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

Machine Learning for removing EEG artifacts: Setting the benchmark

Benchmarking Decoupled Neural Interfaces with Synthetic Gradients

ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks

Decoding Working-Memory Load During n-Back Task Performance from High Channel NIRS Data

S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention

fMRI2Face: A Full-HD fMRI-Video Dataset and Geometry-Guided Neural Decoding Framework for Dynamic Human Face Reconstruction

Exploring The Visual Feature Space for Multimodal Neural Decoding

Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding

Focal Cortical Dysplasia Type II Detection Using Cross Modality Transfer Learning and Grad-CAM in 3D-CNNs for MRI Analysis

FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition

On the BCI Problem

Ordered homomorphisms and kernels of ordered BCI-algebras

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions

On $\BCI$-groups and $\CI$-groups

On Holomorphy of Fenyves BCI-Algebras

Pseudo BCI-algebras with derivations

Some properties of pseudo-BCK- and pseudo-BCI-algebras

Semi-BCI Algebras