脑机接口 / BCI

A Deep-Learning-Based Neural Decoding Framework for Emotional Brain-Computer Interfaces

Xinming Wu, Ji Dai

专题命中 其他BCI ：brain-computer interface(title,abstract)；neural decoding(title,abstract)；分类 q-bio.NC、cs.LG、cs.HC

Comments 22 pages, 4 figures

SPD Learn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization

SPD Learn: 一种基于对称正定矩阵的几何深度学习Python库用于神经解码通过平凡化

Bruno Aristimunha, Ce Ju, Antoine Collas, Florent Bouchard, Ammar Mian, Bertrand Thirion, Sylvain Chevallier, Reinmar Kobler

机构 * A&O, LISN, Université Paris-Saclay, CNRS, Inria TAU/NERV, France（A&O、LISN、巴黎-萨克雷大学、CNRS、Inria TAU/NERV，法国） ； Yneuro, France（Yneuro，法国） ； University of San Diego, EUA（圣地亚哥大学，美国） ； Inria, CEA, Université Paris-Saclay, Palaiseau, France（Inria、CEA、巴黎-萨克雷大学、Palaiseau，法国） ； Université Paris-Saclay, CNRS, CentraleSupélec, L2S, France（巴黎-萨克雷大学、CNRS、CentraleSupélec、L2S，法国） ； Université Savoie Mont Blanc, LISTIC, France（萨伏伊-蒙博利大学、LISTIC，法国） ； A&O, LISN, Université Paris-Saclay, CNRS, Inria TAU, France（A&O、LISN、巴黎-萨克雷大学、CNRS、Inria TAU，法国） ； Advanced Telecommunications Research Institute International, Kyoto, and RIKEN Artificial Intelligence Project, Tokyo, Japan（国际电信研究中心、京都，和日本理化学研究所人工智能项目，东京，日本） 纠错

专题命中 其他BCI ：neural decoding(title,abstract)；brain computer interface(abstract)；分类 q-bio.NC、cs.LG

AI总结 SPD Learn是一种基于对称正定矩阵的几何深度学习Python库，通过平凡化参数化实现流形约束，提供统一的神经网络层和SPD运算符，用于神经解码和脑机接口应用。

Comments 9 Pages

Towards Unified Neural Decoding with Brain Functional Network Modeling

Di Wu, Linghao Bu, Yifei Jia, Lu Cao, Siyuan Li, Siyu Chen, Yueqian Zhou, Sheng Fan, Wenjie Ren, Dengchang Wu, Kang Wang, Yue Zhang, Yuehui Ma, Jie Yang, Mohamad Sawan

专题命中 其他BCI ：neural decoding(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC

A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding

Michael C. Burkhart

专题命中 其他BCI ：neural decoding(title,abstract)；brain-computer interface(abstract)；分类 cs.LG

Comments Ph.D. dissertation, Brown University, Division of Applied Mathematics

Machine learning for neural decoding

Joshua I. Glaser, Ari S. Benjamin, Raeed H. Chowdhury, Matthew G. Perich, Lee E. Miller, Konrad P. Kording

专题命中 其他BCI ：neural decoding(title,abstract)；分类 q-bio.NC、cs.LG

Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface

Dongrui Wu, Vernon J. Lawhern, Stephen Gordon, Brent J. Lance, Chin-Teng Lin

专题命中 其他BCI ：brain-computer interface(title,abstract)；分类 cs.LG、cs.HC

Journal ref IEEE Int'l. Conf. on Systems, Man and Cybernetics, pp. 724-729, Budapest, Hungary, 2016

Spatio-Temporal Dynamics of Visual Imagery for Intuitive Brain-Computer Interface

Seo-Hyun Lee, Minji Lee, Seong-Whan Lee

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

Comments 5 pages, 4 figures, 3 tables

Regulating Next-Generation Implantable Brain-Computer Interfaces: Recommendations for Ethical Development and Implementation

Renee Sirbu, Jessica Morley, Tyler Schroder, Raghavendra Pradyumna Pothukuchi, Muhammed Ugur, Abhishek Bhattacharjee, Luciano Floridi

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

Comments 35 pages, 3 tables, 2 appendices

ironbci. Open source. Brain-computer interface with the embedded board to monitor the physiological subject's condition and environmental parameters

Ildar Rakhmatulin

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

Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface

Javier Fumanal-Idocin, Zdenko Takáč, Javier Fernández Jose Antonio Sanz, Harkaitz Goyena, Ching-Teng Lin, Yu-Kai Wang, Humberto Bustince

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

Brain-Computer Interfaces and the Dangers of Neurocapitalism

Srdjan Lesaja, Xavier-Lewis Palmer

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

Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method

Tian Chen, Lingge Li, Gabriel Elias, Norbert Fortin, Babak Shahbaba

专题命中 其他BCI ：neural decoding(title,abstract)；分类 cs.LG

Collaborative Brain-Computer Interface for Human Interest Detection in Complex and Dynamic Settings

Amelia J. Solon, Stephen M. Gordon, Jonathan R. McDaniel, Vernon J. Lawhern

专题命中 其他BCI ：brain-computer interface(title)；brain computer interface(abstract)；分类 q-bio.NC

Comments 6 pages, 6 figures

Journal ref 2018 IEEE International Conference on Systems, Man and Cybernetics, pp. 970-975

Decoupled Neural Interfaces using Synthetic Gradients

Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray Kavukcuoglu

专题命中 其他BCI ：neural interface(title,abstract)；分类 cs.LG

Understanding Synthetic Gradients and Decoupled Neural Interfaces

Wojciech Marian Czarnecki, Grzegorz Świrszcz, Max Jaderberg, Simon Osindero, Oriol Vinyals, Koray Kavukcuoglu

专题命中 其他BCI ：neural interface(title,abstract)；分类 cs.LG

Brain Computer Interface Technologies in the Coming Decades

Brent J. Lance, Scott E. Kerick, Anthony J. Ries, Kelvin S. Oie, Kaleb McDowell

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

Comments 41 pages, 3 figures

Journal ref Proceedings of the IEEE, vol.100, no.Special Centennial Issue, pp.1585-1599, May 13 2012

An Algorithm Board in Neural Decoding

Jingyi Feng, Kai Yang

专题命中 其他BCI ：neural decoding(title,abstract)

Comments 16 pages, 10 figures, 2 tables

A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis

Javier Fumanal-Idocin, Zdenko Takac, Lubomira Horanska, Thiago da Cruz Asmus, Carmen Vidaurre, Graçaliz Dimuro, Javier Fernandez, Humberto Bustince

专题命中 其他BCI ：brain computer interface(title)；brain-computer interface(abstract)

Journal ref Fuzzy Sets and Systems 451 (2022): 320-341

Eight Reasons Why Cybersecurity on Novel Generations of Brain-Computer Interfaces Must Be Prioritized

Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez

专题命中 其他BCI ：brain-computer interface(title,abstract)

Measuring the functional connectome "on-the-fly": towards a new control signal for fMRI-based brain-computer interfaces

Ricardo Pio Monti, Romy Lorenz, Christoforos Anagnostopoulos, Robert Leech, Giovanni Montana

专题命中 其他BCI ：brain-computer interface(title,abstract)

Comments 37 pages

Neural Decoding with Optimization of Node Activations

Eliya Nachmani, Yair Be'ery

专题命中 其他BCI ：neural decoding(title)；分类 eess.SP、cs.LG

Comments IEEE Communications Letters

Deep adversarial neural decoding

Yağmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander Bosch, Rob van Lier, Marcel van Gerven

专题命中 其他BCI ：neural decoding(title)；分类 q-bio.NC、cs.LG

Comments Added appendix and updated figures

ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding

ConformalHDC：具有应用神经解码的不确定性感知超维计算

Ziyi Liang, Hamed Poursiami, Zhishun Yang, Keiland Cooper, Akhilesh Jaiswal, Maryam Parsa, Norbert Fortin, Babak Shahbaba

机构 * Department of Statistics, UC Irvine（统计学系，加州大学伊文思分校） ； Department of Electrical and Computer Engineering, George Mason University（电气与计算机工程系，乔治·马歇尔大学） ； Center for the Neurobiology of Learning and Memory, UC Irvine（学习与记忆神经生物学中心，加州大学伊文思分校） ； Department of Neurobiology and Behavior, UC Irvine（神经生物学与行为系，加州大学伊文思分校） ； Department of Electrical and Computer Engineering, University of Wisconsin Madison（电气与计算机工程系，威斯康星大学麦迪逊分校） 纠错

专题命中 其他BCI ：neural decoding(title)；分类 cs.LG

AI总结 ConformalHDC通过结合统计保证与高效计算，提升神经解码任务中的鲁棒性和不确定性估计能力。

Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes

Xiangjun Mi, Frank Mueller

机构 * Department of Computer Science（计算机科学系） ； North Carolina State University（北卡罗来纳州立大学） 纠错

专题命中 其他BCI ：neural decoding(title)；分类 cs.LG

Rate Compatible LDPC Neural Decoding Network: A Multi-Task Learning Approach

Yukun Cheng, Wei Chen, Lun Li, Bo Ai

专题命中 其他BCI ：neural decoding(title)；分类 eess.SP

Learning to Solve Network Flow Problems via Neural Decoding

Yize Chen, Baosen Zhang

专题命中 其他BCI ：neural decoding(title)；分类 eess.SP

Comments In submission

Physics-Informed Graph-Neural Decoding of the Surface Code: the Logical Signal as an Exact Topological Pairing

基于离散外微积分的用于表面码解码的物理信息图神经网络

P. E. Trevisanutto, S. Dhanpal, S. Basak, L. Petit, J. Thiyagalingam

专题命中 其他BCI ：neural decoding(title)

AI总结 研究针对表面码解码问题，提出基于离散外微积分的物理信息图神经网络解码器，通过离散泊松方程学习边权重，利用可微求解器获取电流，证明特定电流差值为拓扑配对，该方法在旋转表面码解码中表现良好，能精确读出逻辑信号。

Generative Prior-Guided Neural Interface Reconstruction for 3D Electrical Impedance Tomography

生成先验引导的神经接口重建用于3D电阻抗断层成像

Haibo Liu, Junqing Chen, Guang Lin

机构 * Department of Mathematical Sciences, Tsinghua University（清华大学数学科学系） ； Department of Mathematics, School of Mechanical Engineering, Purdue University（帕克大学机械工程学院数学系） 纠错

专题命中 其他BCI ：neural interface(title)

AI总结 本文提出一种结合预训练3D生成先验与严格边界积分方程求解器的框架，解决3D电阻抗断层成像中复杂界面重建问题，通过数据驱动先验实现高精度几何重建。

Learning Neural Decoding with Parallelism and Self-Coordination for Quantum Error Correction

Kai Zhang, Situ Wang, Linghang Kong, Fang Zhang, Zhengfeng Ji, Jianxin Chen

专题命中 其他BCI ：neural decoding(title)

Comments 21 pages, 11 figures

Wavelet Shrinkage and Thresholding based Robust Classification for Brain Computer Interface

Taposh Banerjee, John Choi, Bijan Pesaran, Demba Ba, Vahid Tarokh

专题命中 其他BCI ：brain computer interface(title)