脑机接口 / BCI

Contrast detection is enhanced by deterministic, high-frequency transcranial alternating current stimulation with triangle and sine waveform

Weronika Potok, Onno van der Groen, Sahana Sivachelvam, Marc Bächinger, Flavio Fröhlich, Laszlo B. Kish, Nicole Wenderoth

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC、eess.SP

Comments accepted for publication in J. Neurophysiology

Journal ref Journal of Neurophysiology 130, 458-473, 2023

Decoding speech perception from non-invasive brain recordings

Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC、cs.LG

Comments updated version following publication in Nature Machine Intelligence (2023)

A Closed-loop Sleep Modulation System with FPGA-Accelerated Deep Learning

Mingzhe Sun, Aaron Zhou, Naize Yang, Yaqian Xu, Yuhan Hou, Xilin Liu

专题命中 神经假体 ：EEG(abstract)；分类 eess.SP、cs.LG

X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback

Jensen Gao, Siddharth Reddy, Glen Berseth, Nicholas Hardy, Nikhilesh Natraj, Karunesh Ganguly, Anca D. Dragan, Sergey Levine

专题命中 神经假体 ：brain-computer interface(abstract)；分类 cs.LG、cs.HC

Comments Accepted to International Conference on Learning Representations (ICLR) 2021

Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals

Almabrok Essa, Hari Kotte

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC、cs.LG

Comments 18 pages

Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity

Geoffrey Z. Iwata, Yinan Hu, Tilmann Sander, Muthuraman Muthuraman, Venkata Chaitanya Chirumamilla, Sergiu Groppa, Dmitry Budker, Arne Wickenbrock

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC、eess.SP

Comments 16 pages, 4 figures

Deep learning from wristband sensor data: towards wearable, non-invasive seizure forecasting

Christian Meisel, Rima El Atrache, Michele Jackson, Sarah Schubach, Claire Ufongene, Tobias Loddenkemper

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC、eess.SP

Brain Electrical Stimulation for Animal Navigation

Amirmasoud Ahmadi, Sepideh Farakhor Seghinsara, Mohammad Reza Daliri, Vahid Shalchyan

专题命中 神经假体 ：brain computer interface(abstract)；分类 q-bio.NC、cs.HC

Comments in Farsi

Journal ref Iranian Journal of Biomedical Engineering, 11(1), pp. 83-100

Stochastic Models of Neuronal Growth

神经元生长的随机模型

Cristian Staii

专题命中 神经假体 ：neuroprosthetic(abstract)；分类 q-bio.NC

AI总结 本文综述轴突生长的随机模型，结合朗之万动力学与福克-普朗克方程，耦合肌动蛋白-肌球蛋白-离合器模型，分析轴突动态的稳定性，为神经修复相关工程设计提供依据。

Comments 13 pages, 4 figures

Journal ref Staii C. Stochastic Models of Neuronal Growth. AppliedMath. 2025;5:170

Optimal stimulation sites are not the most affected: personalised models of resting-state fMRI in Alzheimer's disease

从读出几何到计算机模拟刺激：阿尔茨海默病的分布式功能连接特征

Cristiano Capone, Enza Cece, Andrea Ciardiello, Guido Gigante, Evaristo Cisbani, Maurizio Mattia

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC

AI总结 研究针对阿尔茨海默病静息态功能连接改变问题，通过拟合储层计算模型重建滞后FC，对比两种模型读出方式，发现理想校正需分布式变化，基于此提出个性化靶向方法，证明有效神经调节需模型指导，刺激部位非偏差最大处而是治疗反应最强处。

Real-time Reconstruction of Human Visual Perception from fMRI

基于功能磁共振成像的人类视觉感知实时重建

Rishab S. Iyer, Jiaxin Cindy Tu, Cesar Kadir Torrico Villanueva, Anish Mahishi, Ross P. Kempner, Jacob S. Prince, Ernest W. Lo, Akash Bhowmick, Hritik Arasu, Amaar Chughtai, Elizabeth A. McDevitt, Paul S. Scotti, Kenneth A. Norman

机构 * Princeton University（普林斯顿大学） ； Dartmouth College（达特茅斯学院） ； Icahn School of Medicine at Mount Sinai（西奈山伊坎医学院） ； Harvard University（哈佛大学） ； University of Texas at Dallas（德克萨斯大学达拉斯分校） ； Medical AI Research Center (MedARC)（医学人工智能研究中心） 纠错

专题命中 神经假体 ：brain-computer interface(abstract)；分类 q-bio.NC

AI总结 该研究基于fMRI的实时闭环神经反馈分析方法落后，提出实时兼容的先进管道改编版，利用RT-Cloud平台实时扫描解码视觉感知，通过模拟分析记录性能变化因素，证明实时部署强大解码管道可行，为脑机接口应用铺路。

Interactive Semantic Segmentation for Phosphene Vision Neuroprosthetics

面向光幻视神经假体的交互式语义分割

Eleftherios Papadopoulos, Yagmur Güçlütürk

专题命中 神经假体 ：neuroprosthetic(abstract)；分类 cs.HC

AI总结 本研究通过用户反馈设计眼动引导的语义分割算法（基于SAM），在模拟光幻视环境中提升物体检测准确性，尤其对复杂场景和特定形状鲁棒。

Comments Pending significant revision of the statistical analysis

One Brain, Omni Modalities: Towards Unified Non-Invasive Brain Decoding with Large Language Models

一个大脑，多模态：迈向统一非侵入式脑解码的大型语言模型

Changli Tang, Shurui Li, Junliang Wang, Qinfan Xiao, Zhonghao Zhai, Lei Bai, Yu Qiao, Bowen Zhou, Wen Wu, Yuanning Li, Chao Zhang

机构 * Tsinghua University（清华大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； ShanghaiTech University（上海科技大学） 纠错

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC

AI总结 NOBEL通过统一EEG/MEG与fMRI信号，利用大型语言模型实现多模态非侵入式脑解码，提升解码准确性和对视觉语义的解读能力。

CL API: Real-Time Closed-Loop Interactions with Biological Neural Networks

CL API：与生物神经网络的实时闭环交互

David Hogan, Andrew Doherty, Boon Kien Khoo, Johnson Zhou, Richard Salib, James Stewart, Kiaran Lawson, Alon Loeffler, Brett Kagan

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC

AI总结 CL API通过基于合同的API设计，实现了与生物神经网络的实时闭环交互，提供精确刺激和确定性同步，支持生物学研究和神经计算应用。

Elementary, My Dear Watson: Non-Invasive Neural Keyword Spotting in the LibriBrain Dataset

Gereon Elvers, Gilad Landau, Oiwi Parker Jones

机构 * PNPL Department of Engineering Science University of Oxford, UK（PNPL工程科学系牛津大学） 纠错

专题命中 神经假体 ：brain-computer interface(abstract)；分类 cs.LG

Comments 16 pages, 7 figures, 6 tables; updated acknowledgments

Peripheral brain interfacing: Reading high-frequency brain signals from the output of the nervous system

Jaime Ibáñez, Blanka Zicher, Etienne Burdet, Stuart N. Baker, Carsten Mehring, Dario Farina

专题命中 神经假体 ：neural interface(abstract)；分类 q-bio.NC

IoT and Older Adults: Towards Multimodal EMG and AI-Based Interaction with Smart Home

Wiesław Kopeć, Jarosław Kowalski, Aleksander Majda, Anna Duszyk-Bogorodzka, Anna Jaskulska, Cezary Biele

专题命中 神经假体 ：BCI(abstract)；分类 cs.HC

BEOL Electro-Biological Interface for 1024-Channel TFT Neurostimulator with Cultured DRG Neurons

Haobin Zhou, Bowen Liu, Taoming Guo, Hanbin Ma, Chen Jiang

专题命中 神经假体 ：brain-computer interface(abstract)；分类 q-bio.NC

Comments 3 pages, 7 figures

Mapping effective connectivity by virtually perturbing a surrogate brain

Zixiang Luo, Kaining Peng, Zhichao Liang, Shengyuan Cai, Chenyu Xu, Dan Li, Yu Hu, Changsong Zhou, Quanying Liu

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC

Transcranial low-level laser stimulation in near infrared-II region for brain safety and protection

Zhilin Li, Yongheng Zhao, Yiqing Hu, Yang Li, Keyao Zhang, Zhibing Gao, Lirou Tan, Hanli Liu, Xiaoli Li, Aihua Cao, Zaixu Cui, Chenguang Zhao

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC

Stimulation technology for brain and nerves, now and future

Masaru Kuwabara, Ryota Kanai

专题命中 神经假体 ：BCI(abstract)；分类 q-bio.NC

A Closed-loop Brain-Machine Interface SoC Featuring a 0.2$μ$J/class Multiplexer Based Neural Network

Chao Zhang, Yongxiang Guo, Dawid Sheng, Zhixiong Ma, Chao Sun, Yuwei Zhang, Wenxin Zhao, Fenyan Zhang, Tongfei Wang, Xing Sheng, Milin Zhang

专题命中 神经假体 ：neural signal(abstract)；分类 eess.SP

Comments 2 pages, 6 figures. Accepted by IEEE Custom Integrated Circuits Conference (CICC) 2024. The codes for the MUXnet (constructing neural networks using multiplexers instead of multipliers) will be open-sourced after the Journal version of this work is accepted

Dream Recording Through Non-invasive Brain-Machine Interfaces and Generative AI-assisted Multimodal Software

Todd Kelsey

专题命中 神经假体 ：EEG(abstract)；分类 cs.HC

Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses

Jacob Granley, Lucas Relic, Michael Beyeler

专题命中 神经假体 ：neuroprosthetic(abstract)；分类 cs.LG

Comments NeurIPS 2022 camera ready revision

Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy

Zhichao Liang, Zixiang Luo, Keyin Liu, Jingwei Qiu, Quanying Liu

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC

Applications of optimal nonlinear control to a whole-brain network of FitzHugh-Nagumo oscillators

Teresa Chouzouris, Nicolas Roth, Caglar Cakan, Klaus Obermayer

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC

Comments Main paper: 20 pages, 14 figures; supplemental material: 10 pages, 9 figures. For associated video files, see https://github.com/rederoth/nonlinearControlFHN-videos

Journal ref Phys. Rev. E 104, 024213 (2021)

Photoacoustic Silk Scaffolds for Neural stimulation and Regeneration

Nan Zheng, Vincent Fitzpatrick, Ran Cheng, Linli Shi, David L. Kaplan, Chen Yang

专题命中 神经假体 ：neural interface(abstract)；分类 q-bio.NC

Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain

Christoforos Papasavvas, Peter Neal Taylor, Yujiang Wang

专题命中 神经假体 ：EEG(abstract)；分类 q-bio.NC

Comments Article, 7 figures

The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels

Sara Akbarzadeh, Sungmin Lee, Chin-Tuan Tan

专题命中 神经假体 ：EEG(abstract)；分类 eess.SP

Review on Biophysical Modelling and Simulation Studies for Transcranial Magnetic Stimulation

Jose Gomez-Tames, Ilkka Laakso, Akimasa Hirata

专题命中 神经假体 ：cortical(abstract)；分类 q-bio.NC