脑机接口 / BCI - arXivDaily 专题

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

1403.0785 2014-03-05 math.CO 78%

Arc-transitive cubic abelian bi-Cayley graphs and BCI-graphs

Hiroki Koike, István Kovács

专题命中 BCI数据与评测：BCI(title,abstract)

1312.2494 2013-12-17 math.LO 78%

New generalizations of BCI, BCK and Hilbert algebras

Afrodita Iorgulescu

专题命中 BCI数据与评测：BCI(title,abstract)

Comments Open problems 11.3 (1), (2), (3) were solved. New (20'), (21''), Theorems 2.4,2.6, Cor. 2.5, 5.5 added

1308.6812 2013-09-02 math.GR math.CO 78%

A classification of nilpotent 3-BCI groups

Hiroki Koike, István Kovács

专题命中 BCI数据与评测：BCI(title,abstract)

1305.0640 2013-05-06 math.CO math.LO 78%

Enumeration of generalized $BCI$ lambda-terms

Olivier Bodini, Danièle Gardy, Bernhard Gittenberger, Alice Jacquot

专题命中 BCI数据与评测：BCI(title,abstract)

Comments 17 pages, 5 figures

1112.0643 2011-12-06 cs.LO 78%

How big is BCI fragment of BCK logic

Katarzyna Grygiel, Pawel M. Idziak, Marek Zaionc

专题命中 BCI数据与评测：BCI(title,abstract)

1012.4501 2010-12-22 q-bio.OT 78%

Biological Concepts Instrument (BCI): A diagnostic tool for revealing student thinking

Michael W. Klymkowsky, Sonia M. Underwood, R. Kathleen Garvin-Doxas

专题命中 BCI数据与评测：BCI(title,abstract)

2603.22933 2026-03-25 q-bio.NC 77%

An Open-Access Multi-modal Dataset for Cognitive, Motor, and Cognitive-Motor Tasks

一个开放获取的多模态数据集用于认知、运动及认知-运动任务

Zaineb Ajra, Grégoire Vergotte, Stéphane Perrey, Lilian Evra, Simon Pla, Gérard Dray, Jacky Montmain, Binbin Xu

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

AI总结本文提出一个包含EEG、fNIRS、ECG等多模态数据的开放数据集，用于研究认知与运动任务的交互作用，支持开发先进的预处理方法和分析流程，应用于脑机接口和神经康复等领域。

Comments 15 pages, 6 figures

2510.13592 2025-10-16 cs.LG 77%

EEGChaT: A Transformer-Based Modular Channel Selector for SEEG Analysis

Chen Wang, Yansen Wang, Dongqi Han, Zilong Wang, Dongsheng Li

机构 * School of Computer Science and Technology University of Science and Technology of China（计算机科学与技术学院中国科学技术大学）； Microsoft Research Asia（微软亚洲研究院）

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

2508.04128 2025-08-07 eess.SP 77%

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

Di Wu, Yifei Jia, Siyuan Li, Shiqi Zhao, Jie Yang, Mohamad Sawan

专题命中 BCI数据与评测：BCI(abstract)；brain-computer interface(abstract)；neural signal(abstract)；分类 eess.SP

2501.17475 2025-01-30 cs.HC 77%

EMD-Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP

Beining Cao, Xiaowei Jiang, Daniel Leong, Charlie Li-Ting Tsai, Yu-Cheng Chang, Thomas Do, Chin-Teng

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

2410.15161 2024-10-22 cs.HC cs.CL 77%

Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training

Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey Arnold, Nader Pouratian, William Speier

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

Comments 21 pages, 11 figures, 1 table. arXiv admin note: substantial text overlap with arXiv:2405.13329

2404.06868 2024-05-14 eess.SP 77%

The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding

Xiaoxi Wei, Jyotindra Narayan, A. Aldo Faisal

专题命中 BCI数据与评测：brain-computer interface(abstract)；EEG(abstract)；motor imagery(abstract)；分类 eess.SP

2603.11000 2026-03-12 cs.LG q-bio.NC 76%

Cross-Species Transfer Learning for Electrophysiology-to-Transcriptomics Mapping in Cortical GABAergic Interneurons

跨物种迁移学习用于皮层GABA能中间神经元的电生理学至转录组映射

Theo Schwider, Ramin Ramezani

专题命中 BCI数据与评测：cortical(title)；分类 q-bio.NC、cs.LG

AI总结本文通过跨物种迁移学习方法，利用电生理学数据和转录组数据，提高人类GABA能中间神经元亚类预测的准确性。

2404.15309 2025-08-07 eess.SP cs.LG q-bio.NC 75%

Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings

Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita

机构 * School of Computing, Tokyo Institute of Technology（东京技术大学计算机学院）

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

Journal ref Neural Networks Volume 182 - 2025

2501.02621 2025-06-18 cs.NE cs.AI 75%

LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment

Yifei Liu, Hengwei Ye, Shuhang Li

专题命中 BCI数据与评测：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)

Comments The result is no longer believeable. Teaching force issue exists in the infer time of LLM

2402.16996 2025-01-28 cs.HC cs.LG cs.SD eess.AS q-bio.NC 75%

Towards Decoding Brain Activity During Passive Listening of Speech

Milán András Fodor, Tamás Gábor Csapó, Frigyes Viktor Arthur

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

Comments 27 pages, 7 figures

2211.10713 2022-11-22 cs.CR cs.LG eess.SP q-bio.NC 75%

A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors

Xiaoshan Zhou, Pin-Chao Liao

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

2211.02637 2022-11-07 eess.SP cs.AI cs.HC cs.LG 75%

Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context

Mohammad Asif, Sudhakar Mishra, Majithia Tejas Vinodbhai, Uma Shanker Tiwary

专题命中 BCI数据与评测：BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.LG、cs.HC

2201.00622 2022-01-04 q-bio.NC cs.LG eess.SP 75%

Learning shared neural manifolds from multi-subject FMRI data

Jessie Huang, Erica L. Busch, Tom Wallenstein, Michal Gerasimiuk, Andrew Benz, Guillaume Lajoie, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy

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

2607.05814 2026-07-09 quant-ph cs.ET cs.LG 新提交 74%

Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

用于旋转表面码的具有自适应置信门控神经解码的延迟受限硬件感知量子纠错协同设计

Sumit Chongder

机构 * Department of Physics, Quantum Information and Computation, Indian Institute of Technology Jodhpur（物理系、量子信息与计算系，印度理工学院贾尔普尔）

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

AI总结研究针对旋转表面码实时解码瓶颈，提出自适应置信门控解码框架，经实验验证，该框架能在有限增加解码成本下提升逻辑精度，神经解码器吞吐量在特定条件下饱和，还发布相关资源并区分贡献与未来工作方向。

Comments 29 pages, 18 figures, 12 tables. Source code, trained models, and benchmark data: https://github.com/Sumitchongder/adaptive-qec-decoder

2505.18191 2026-05-20 eess.SP cs.AI cs.LG cs.PF 73%

Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge

量化癫痫检测中的泛化差距：通过SzCORE挑战进行大规模经验基准测试

Jonathan Dan, Amirhossein Shahbazinia, Christodoulos Kechris, David Atienza

机构 * Embedded Systems Laboratory, EPFL, Lausanne, Switzerland（瑞士洛桑联邦理工学院嵌入式系统实验室）

专题命中 BCI数据与评测：EEG(abstract,abstract_cn)；分类 eess.SP、cs.LG

AI总结本文通过SzCORE挑战的大规模经验研究，量化了癫痫检测中模型泛化能力的差距，评估了28种最先进的算法架构，揭示了当前模型在不同患者群体中表现不一致的问题，并提出了标准化评估的必要性。

2605.06736 2026-05-11 cs.LG cs.AI cs.HC 73%

STDA-Net: Spectrogram-Based Domain Adaptation for cross-dataset Sleep Stage Classification

STDA-Net：基于频谱图的跨数据集睡眠阶段分类域适应

Unaza Tallal, Shruti Kshirsagar, Ankita Shukla

机构 * School of Computing, Wichita State University（维斯科州立大学计算机学院）； Computer Science and Engineering Department, University of Nevada, Reno（内华达大学里诺分校计算机科学与工程系）

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

AI总结本文提出STDA-Net框架，结合CNN提取频谱图特征、BiLSTM建模睡眠动态和DANN实现无监督域适应，提升跨数据集睡眠阶段分类的准确性和稳定性。

Comments submitted to IEEE SMC conference

2507.12652 2026-02-26 cs.LG cs.CR cs.HC 73%

Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective

联邦学习在离线和在线肌电信号解码中的应用：从隐私和性能角度出发

Kai Malcolm, César Uribe, Momona Yamagami

机构 * Department of Electrical and Computer Engineering, Rice University（电气与计算机工程系， Rice大学）

专题命中 BCI数据与评测：neural decoding(abstract)；neural interface(abstract)；分类 cs.LG、cs.HC

AI总结本研究从隐私和性能角度出发，提出联邦学习在离线和在线肌电信号解码中的应用框架，并通过实验揭示了FL在实时神经接口中的性能与隐私之间的矛盾。

Comments 23 pages, 7 figures

1. BCI数据与评测 503 篇

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

Arc-transitive cubic abelian bi-Cayley graphs and BCI-graphs

New generalizations of BCI, BCK and Hilbert algebras

A classification of nilpotent 3-BCI groups

Enumeration of generalized $BCI$ lambda-terms

How big is BCI fragment of BCK logic

Biological Concepts Instrument (BCI): A diagnostic tool for revealing student thinking

An Open-Access Multi-modal Dataset for Cognitive, Motor, and Cognitive-Motor Tasks

EEGChaT: A Transformer-Based Modular Channel Selector for SEEG Analysis

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

EMD-Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP

Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training

The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding

Cross-Species Transfer Learning for Electrophysiology-to-Transcriptomics Mapping in Cortical GABAergic Interneurons

Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings

LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment

Towards Decoding Brain Activity During Passive Listening of Speech

A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors

Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context

Learning shared neural manifolds from multi-subject FMRI data

Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge

STDA-Net: Spectrogram-Based Domain Adaptation for cross-dataset Sleep Stage Classification

Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective