脑机接口 / BCI

Reconstructing Unseen Sentences from Speech-related Biosignals for Open-vocabulary Neural Communication

Deok-Seon Kim, Seo-Hyun Lee, Kang Yin, Seong-Whan Lee

专题命中 语音与意图解码 ：EEG(abstract)；分类 cs.HC

Comments Accepted for publication in IEEE Transactions on Neural Systems and Rehabilitation Engineering

Speech Neurophysiology in Realistic Contexts: Big Hype or Big Leap?

Giovanni M. Di Liberto, Emily Y. J. Ip

专题命中 语音与意图解码 ：brain-computer interface(abstract)；分类 q-bio.NC

SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding

Hongbin Wang, Zhihong Jia, Yuanzhong Shen, Ziwei Wang, Siyang Li, Kai Shu, Feng Hu, Dongrui Wu

机构 * Hongbin Wang（王宏斌） ； Zhihong Jia（贾志宏） ； Yuanzhong Shen（沈元中） ； Ziwei Wang（王子伟） ； Siyang Li（李思阳） ； Kai Shu（舒凯） ； Feng Hu（胡峰） ； Dongrui Wu（吴东瑞） 纠错

专题命中 语音与意图解码 ：brain-computer interface(abstract)；分类 cs.HC

Advancing Face-to-Face Emotion Communication: A Multimodal Dataset (AFFEC)

Meisam J. Sekiavandi, Laurits Dixen, Jostein Fimland, Sree Keerthi Desu, Antonia-Bianca Zserai, Ye Sul Lee, Maria Barrett, Paolo Burelli

专题命中 语音与意图解码 ：EEG(abstract)；分类 cs.HC

Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding

Ji-Ha Park, Seo-Hyun Lee, Soowon Kim, Seong-Whan Lee

专题命中 语音与意图解码 ：neural signal(abstract)；分类 q-bio.NC

Comments 5 pages, 5 figures, 1 table, Name of Conference: 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing

Embedded Silicon-Organic Integrated Neuromorphic System

Shengjie Zheng, Ling Liu, Junjie Yang, Jianwei Zhang, Tao Su, Bin Yue, Xiaojian Li

专题命中 语音与意图解码 ：neural interface(abstract)；分类 q-bio.NC

Comments This article need to update the corrected figure and data

A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition

Tyler Benster, Guy Wilson, Reshef Elisha, Francis R Willett, Shaul Druckmann

专题命中 语音与意图解码 ：brain-computer interface(abstract)；分类 cs.HC

Optimal control of oscillatory neuronal models with applications to communication through coherence

Michael Orieux, Antoni Guillamon, Gemma Huguet

专题命中 语音与意图解码 ：cortical(abstract)；分类 q-bio.NC

Mesoscopic architecture enhances communication across the Macaque connectome revealing structure-function correspondence in the brain

Anand Pathak, Shakti N. Menon, Sitabhra Sinha

专题命中 语音与意图解码 ：cortical(abstract)；分类 q-bio.NC

Comments 13 pages, 3 figures + 27 pages Supplementary Information

Journal ref Phys. Rev. E 106, 054304 (2022)

Cell-Free Massive MIMO for 6G Wireless Communication Networks

Hengtao He, Xianghao Yu, Jun Zhang, S. H. Song, Khaled B. Letaief

专题命中 语音与意图解码 ：brain-computer interface(abstract)；分类 eess.SP

Comments 28 pages, 4 figures, 4 tables, Accepted by Journal of Communications and Information Networks

Information and Communication Theoretical Understanding and Treatment of Spinal Cord Injuries: State-of-the-art and Research Challenges

Ozgur B. Akan, Hamideh Ramezani, Meltem Civas, Oktay Cetinkaya, Bilgesu A. Bilgin, Naveed A. Abbasi

专题命中 语音与意图解码 ：neural interface(abstract)；分类 q-bio.NC

Comments IEEE Reviews in Biomedical Engineering

Codes, communication and cognition

Stevan Harnad

专题命中 语音与意图解码 ：neural signal(abstract)；分类 q-bio.NC

Comments 4 pages, no figures, 7 references

Journal ref Behav Brain Sci 42 (2019) e231

Context-aware Human Intent Inference for Improving Human Machine Cooperation

Xiang Zhang

专题命中 语音与意图解码 ：EEG(abstract)；分类 cs.HC

Neural Dust: An Ultrasonic, Low Power Solution for Chronic Brain-Machine Interfaces

Dongjin Seo, Jose M. Carmena, Jan M. Rabaey, Elad Alon, Michel M. Maharbiz

专题命中 语音与意图解码 ：neural interface(abstract)；分类 q-bio.NC

The Capacity of Thought: Benchmarking Llama 3.2 in Semantic fMRI Neural Language Decoding and Improving the Huth Encoding-Model Baseline

思维的能力：在语义功能磁共振成像神经语言解码中对Llama 3.2进行基准测试并改进Huth编码模型基线

Milos Suvakovic, Dom Marhoefer, Glenn Grant-Richards, Aidan Pinero

机构 * UC Santa Cruz（加州大学圣克鲁兹分校） 纠错

专题命中 语音与意图解码 ：brain-computer interface(abstract)

AI总结 研究从fMRI信号中解码连续语言的挑战，一方面改进Huth编码管道，另一方面引入fMRIFlamingo，发现高容量语言模型本身未提升fMRI解码能力，且无严格评估会掩盖失败，强调盲控评估的重要性。

Comments 7 pages, 2 tables, 2 figures. Preprint. NLP 244: Advanced Machine Learning for Natural Language Processing report, UC Santa Cruz

Local Differential Privacy via Dynamic Quantization in Distributed Online Stochastic Optimization

分布式在线随机优化中基于动态量化的本地差分隐私

Zhiguo Zhang, Cheng Kui, Qian Ma, Dongrui Wu

专题命中 语音与意图解码 ：brain-computer interface(abstract)

AI总结 提出一种使用动态随机量化器实现本地差分隐私的分布式在线随机优化算法，在几乎必然收敛到最优解的同时为每个智能体提供(0,δ^i)-本地差分隐私，并适用于有向图网络。

A cross-species neural foundation model for end-to-end speech decoding

跨物种神经基础模型用于端到端语音解码

Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott Linderman, Lea Duncker, Francis R Willett, Nima Mesgarani, Liam Paninski

机构 * Columbia University（哥伦比亚大学） ； Stanford University（斯坦福大学） ； Microsoft（微软公司） ； University of Washington（华盛顿大学） 纠错

专题命中 语音与意图解码 ：brain-computer interface(abstract)

AI总结 本文提出端到端BraIn-to-Text框架，通过单个可微神经网络将神经活动转化为连贯句子，利用跨任务、跨物种预训练神经编码器提升语音解码性能，降低词错误率至10.22%。

BrainWhisperer: Leveraging Large-Scale ASR Models for Neural Speech Decoding

BrainWhisperer: 利用大规模ASR模型进行神经语音解码

Tommaso Boccato, Michal Olak, Matteo Ferrante

专题命中 语音与意图解码 ：brain-computer interface(abstract)

AI总结 本文提出BrainWhisperer，结合高分辨率MEA记录与预训练ASR模型，通过改进的CTC和交叉熵损失实现跨受试者语音解码，展示出前所未有的泛化能力。

Learning Linear Block Error Correction Codes

Yoni Choukroun, Lior Wolf

专题命中 语音与意图解码 ：neural decoding(abstract)

Misconfiguration in O-RAN: Analysis of the impact of AI/ML

Noe Yungaicela-Naula, Vishal Sharma, Sandra Scott-Hayward

专题命中 语音与意图解码 ：brain-computer interface(abstract)

Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks

Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Jun-Young Kim, Seong-Whan Lee

专题命中 语音与意图解码 ：brain-computer interface(abstract)

Comments 4 pages

A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method

Dong Cao, Dongdong Zhang, HaiBo Chen

专题命中 语音与意图解码 ：EEG(abstract)

Comments Accepted for publication in the 3rd International Conference on Natural Language Processing and Information Retrieval, 2019

Intent Recognition in Smart Living Through Deep Recurrent Neural Networks

Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang

专题命中 语音与意图解码 ：EEG(abstract)

Comments 10 pages, 5 figures,5 tables, 21 conferences

Enabling Rapid Calibration of BCI Systems that Detect Movement-Related Cortical Potentials in Children with Cerebral Palsy

实现对患有脑瘫的儿童检测与运动相关的皮层电位的脑机接口系统的快速校准

R. Saadatyar, D. Damiano, A. Behboodi

专题命中 BCI数据与评测 ：BCI(title,summary_cn)；cortical(title,abstract)；EEG(abstract,abstract_cn)；brain-computer interface(abstract)

AI总结 研究针对脑瘫儿童脑机接口系统校准时间长的问题，开发深度学习框架，采用双向长短期记忆网络及七种训练策略，经实验表明累积学习和迁移学习可大幅降低校准要求并保持高解码性能，助力实用儿科BCI系统发展。

What Holds Back Brain-Computer Interfaces? Uncovering Challenges and Opportunities in BCI-controlled Games for Cerebral Palsy Rehabilitation

什么阻碍了脑机接口？揭示脑瘫康复中BCI控制游戏的挑战与机遇

Bastian Ilsø Hougaard, Kirstine Schultz Dalgaard, Kirstine Johanne Stougaard Klebæk, Hendrik Knoche, Mads Jochumsen

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

AI总结 本研究通过临床治疗师和10名脑瘫患者的体验，揭示BCI游戏在脑瘫康复中面临的控制感、辅助机制等挑战与机遇。

Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline

Dongrui Wu, Xue Jiang, Ruimin Peng, Wanzeng Kong, Jian Huang, Zhigang Zeng

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

Journal ref Neural Networks, 153:235-253, 2022

Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016

Dongrui Wu, Yifan Xu, Bao-Liang Lu

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

Journal ref IEEE Trans. on Cognitive and Developmental Systems, 14(1):4-19, 2022

A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification

Jie Jiao, Meiyan Xu, Qingqing Chen, Hefan Zhou, Wangliang Zhou

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

Comments 10 pages,4 figures,journal

Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface

Yonghao Song, Lie Yang, Xueyu Jia, Longhan Xie

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

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces

Kaixi Tian, Shengjia Zhao, Yuhan Zhang, Shan Yu

专题命中 BCI数据与评测 ：brain-computer interface(title,abstract)；neural decoding(title,abstract)；BCI(abstract)；cortical(abstract)