脑机接口 / BCI

Towards Electrophysiological and Histological Mapping of Upper Limb Nerves in Pigs Using Epineural Stimulation

Jonathan Baum, Chamot-Nonin Manon, Oppelt Vera, David Guiraud, Christine Azevedo Coste, Thomas Guiho

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

Comments FESWS 2025 - 15th Vienna International Workshop on Functional Electrical Stimulation & 30 years IFESS Anniversary, IFESS, Sep 2025, Vienna, Austria

Theoretical framework of passive ME antenna arrays enabling in-vivo monitoring: A pathway to smart implants

Kalpesh Jaykar, Prasanth Velvaluri, Nian X. Sun, Richard D. James

专题命中 神经假体 ：BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP

A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings

Yi Guo, Yihang Dong, Michael Kwok-Po Ng, Shuqiang Wang

机构 * Shenzhen Institute of Advanced Technology（深圳先进技术研究院） ； Chinese Academy of Sciences（中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Hong Kong Baptist University（香港 Baptist大学） 纠错

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

Early Assessment of Artificial Lower Extremity Sensory Response Times and Proprioceptive Acuity via Sensory Cortex Electrical Stimulation

Won Joon Sohn, Jeffrey Lim, Po T. Wang, Susan J. Shaw, Michelle Armacost, Hui Gong, Brian Lee, Darrin Lee, Payam Heydari, Richard A. Andersen, Charles Y. Liu, Zoran Nenadic, An H. Do

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

Comments 6 page conference proceeding pre-print, 3 figures, 4 tables

Unlocking Non-Invasive Brain-to-Text

Dulhan Jayalath, Gilad Landau, Oiwi Parker Jones

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

Comments 27 pages, 10 figures, 10 tables. Under review

Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface

Corentin Piozin, Lisa Bouarroudj, Jean-Yves Audran, Brice Lavrard, Catherine Simon, Florian Waszak, Selim Eskiizmirliler

专题命中 神经假体 ：EEG(abstract)；motor imagery(abstract)；分类 eess.SP

Beyond Sight: Probing Alignment Between Image Models and Blind V1

Jacob Granley, Galen Pogoncheff, Alfonso Rodil, Leili Soo, Lily Marie Turkstra, Lucas Gil Nadolskis, Arantxa Alfaro Saez, Cristina Soto Sanchez, Eduardo Fernandez Jover, Michael Beyeler

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

Comments Accepted preprint version

Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations

Xuan Zhang, Duoyu Feng, Djibrina Barry, Jiajia Li

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

Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope

Hongmei Hu, Stephan Ewert, Birger Kollmeier, Deborah Vickers

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

NeuralTree: A 256-Channel 0.227-$μ$J/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC

Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran

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

Journal ref IEEE Journal of Solid-State Circuits, vol. 57, no. 11, pp. 3243-3257, Nov. 2022

A Survey on Brain-Computer Interaction

Bosubabu Sambana, Priyanka Mishra

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

Comments 13 Pages, 6 Figures

Journal ref arXiv:2201.00997v3 [cs.HC] 03 January 2022

Brain Co-Processors: Using AI to Restore and Augment Brain Function

Rajesh P. N. Rao

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

Comments arXiv admin note: text overlap with arXiv:1811.11876

A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces

一种用于长期脑机接口的具有不确定性引导自步学习的循环适应-泛化框架

Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； Nanhu Brain-Computer Interface Institute（南湖脑机接口研究所） 纠错

专题命中 神经假体 ：neural decoding(abstract)；分类 eess.SP、cs.HC、cs.RO

AI总结 针对侵入性脑机接口因神经漂移面临的长期部署挑战，提出UnSPC框架，通过UnSPL机制协同DA和DG，利用噪声鲁棒排序策略挖掘可靠伪标签样本，引入CycAG策略整合DA和DG，经实验验证其有效性和鲁棒性，为长期BMI控制铺路。

Fuzzing the brain: Automated stress testing for the safety of ML-driven neurostimulation

对大脑进行模糊测试：用于ML驱动的神经刺激安全性的自动化压力测试

Mara Downing, Matthew Peng, Jacob Granley, Michael Beyeler, Tevfik Bultan

机构 * Department of Computer Science, University of California, Santa Barbara, CA, USA（计算机科学系，加州大学圣巴巴拉分校） 纠错

专题命中 神经假体 ：neuroprosthetic(abstract)；neural interface(abstract)

AI总结 本文提出了一种基于模糊测试的自动化方法，用于检测和表征ML驱动神经刺激系统中的不安全刺激模式，以提升神经接口的安全性。

Comments 20 pages, 4 figures, 2 tables

Decoding non-invasive brain activity with novel deep-learning approaches

Richard Csaky

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

Comments PhD thesis, 342 pages

Auricular Vagus Nerve Stimulation for Enhancing Remote Pilot Training and Operations

William J. Tyler

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

Comments 21 pages, 7 figures

Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN Transformer

Jamie Norris, Aswin Chari, Dorien van Blooijs, Gerald Cooray, Karl Friston, Martin Tisdall, Richard Rosch

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

Comments 21 pages, 6 figures, accepted at Machine Learning for Healthcare 2024

Decoding Continuous Character-based Language from Non-invasive Brain Recordings

Cenyuan Zhang, Xiaoqing Zheng, Ruicheng Yin, Shujie Geng, Jianhan Xu, Xuan Gao, Changze Lv, Zixuan Ling, Xuanjing Huang, Miao Cao, Jianfeng Feng

专题命中 神经假体 ：brain-computer interface(abstract)；cortical(abstract)

Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses

Jacob Granley, Tristan Fauvel, Matthew Chalk, Michael Beyeler

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

Comments Camera ready version

ViT-MDHGR: Cross-day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding

Qin Hu, Golara Ahmadi Azar, Alyson Fletcher, Sundeep Rangan, S. Farokh Atashzar

专题命中 神经假体 ：neural interface(abstract)；分类 eess.SP、cs.HC、cs.RO

NET-TEN: a silicon neuromorphic network for low-latency detection of seizures in local field potentials

Margherita Ronchini, Yasser Rezaeiyan, Milad Zamani, Gabriella Panuccio, Farshad Moradi

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

Comments 14 pages, 6 figures

The Portiloop: a deep learning-based open science tool for closed-loop brain stimulation

Nicolas Valenchon, Yann Bouteiller, Hugo R. Jourde, Xavier L'Heureux, Milo Sobral, Emily B. J. Coffey, Giovanni Beltrame

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

Comments 10 pages, 6 Figures (+ Supplementary: 10 pages, 13 Figures), journal paper. Open source code at https://github.com/Portiloop

Directly wireless communication of human minds via non-invasive brain-computer-metasurface platform

Qian Ma, Wei Gao, Qiang Xiao, Lingsong Ding, Tianyi Gao, Yajun Zhou, Xinxin Gao, Tao Yan, Che Liu, Ze Gu, Xianghong Kong, Qammer H. Abbasi, Lianlin Li, Cheng-Wei Qiu, Yuanqing Li, Tie Jun Cui

专题命中 神经假体 ：BCI(abstract)；brain-computer interface(abstract)

Journal ref eLight 2022

A geometry aware framework enhances noninvasive mapping of whole human brain dynamics

一种几何感知框架增强了非侵入性全人脑动态映射

Song Wang, Kexin Lou, Chen Wei, Zhiyuan Sheng, Jiahao Tang, Kaining Peng, Xinke Shen, Shuhao Mei, Liang Chen, Dongfeng Gu, Quanying Liu

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

AI总结 本文提出一种几何感知框架，通过嵌入个体皮层几何基函数提升全脑时空动态的非侵入性映射精度，验证了其在多种数据集上的有效性。

Pre-trained Transformer-models using chronic invasive electrophysiology for symptom decoding without patient-individual training

Timon Merk, Saeed Salehi, Richard M. Koehler, Qiming Cui, Maria Olaru, Amelia Hahn, Nicole R. Provenza, Simon Little, Reza Abbasi-Asl, Phil A. Starr, Wolf-Julian Neumann

专题命中 神经假体 ：neural decoding(abstract)；分类 cs.LG、cs.HC

Comments 5 pages, 6 figures

When neural implant meets multimodal LLM: A dual-loop system for neuromodulation and naturalistic neuralbehavioral research

Edward Hong Wang, Cynthia Xin Wen

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

Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings

Di Wu, Siyuan Li, Chen Feng, Lu Cao, Yue Zhang, Jie Yang, Mohamad Sawan

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

Comments ICLR2025 Poster (Preprint V2)

Decoding individual words from non-invasive brain recordings across 723 participants

Stéphane d'Ascoli, Corentin Bel, Jérémy Rapin, Hubert Banville, Yohann Benchetrit, Christophe Pallier, Jean-Rémi King

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

Three mechanistically different variability and noise sources in the trial-to-trial fluctuations of responses to brain stimulation

Ke Ma, Siwei Liu, Mengjie Qin, Stefan Goetz

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

Comments 11 pages, 4 figures

Personalized identification, prediction, and stimulation of neural oscillations via data-driven models of epileptic network dynamics

Tena Dubcek, Debora Ledergerber, Jana Thomann, Giovanna Aiello, Marc Serra-Garcia, Lukas Imbach, Rafael Polania

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

Comments 4+2 figures