脑机接口 / BCI - arXivDaily 专题

2504.18969 2025-05-02 cs.HC 57%

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

2501.14790 2025-01-28 q-bio.NC cs.AI cs.SD eess.AS 57%

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

2210.12064 2024-06-27 q-bio.NC cs.NE 57%

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

2403.05583 2024-03-12 cs.HC cs.AI cs.SD eess.AS 57%

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

2311.08790 2023-11-16 q-bio.NC math.DS math.OC 57%

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

2007.14941 2023-01-10 q-bio.NC 57%

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)

2110.07309 2021-12-01 cs.IT eess.SP math.IT 57%

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

2003.11864 2021-03-12 q-bio.NC cs.ET 57%

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

1906.01767 2019-12-04 q-bio.NC 57%

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

1803.04099 2018-03-13 cs.HC 57%

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

1307.2196 2013-07-09 q-bio.NC physics.ins-det 57%

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

2607.12079 2026-07-15 cs.CL 新提交 50%

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）

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

2605.29845 2026-05-29 math.OC 50%

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。

2511.21740 2026-05-15 cs.CL cs.AI 50%

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）

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%。

2603.13321 2026-03-17 eess.AS cs.SD 50%

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。

2405.04050 2024-05-08 cs.IT cs.AI math.IT 50%

Learning Linear Block Error Correction Codes

Yoni Choukroun, Lior Wolf

专题命中语音与意图解码：neural decoding(abstract)

2403.01180 2024-04-29 cs.NI 50%

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)

2312.05814 2024-02-28 cs.AI cs.SD eess.AS 50%

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

1905.01974 2019-05-07 cs.CL 50%

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

1702.06830 2017-08-17 cs.CY 50%

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

1. 语音与意图解码 80 篇

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

Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding

Embedded Silicon-Organic Integrated Neuromorphic System

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

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

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

Cell-Free Massive MIMO for 6G Wireless Communication Networks

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

Codes, communication and cognition

Context-aware Human Intent Inference for Improving Human Machine Cooperation

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

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

Local Differential Privacy via Dynamic Quantization in Distributed Online Stochastic Optimization

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

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

Learning Linear Block Error Correction Codes

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

Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks

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

Intent Recognition in Smart Living Through Deep Recurrent Neural Networks