脑机接口 / BCI

Dynamic Functional Connectivity Features for Brain State Classification: Insights from the Human Connectome Project

Valeriya Kirova, Dzerassa Kadieva, Daniil Vlasenko, Isak B. Blank, Fedor Ratnikov

机构 * AI and Digital Science Institute（人工智能与数字科学研究所） ； Institute for Cognitive Neuroscience（认知神经科学研究所） ； HSE University（俄罗斯高等经济大学） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Simultaneously Determining Regional Heterogeneity and Connection Directionality from Neural Activity and Symmetric Connection

Jiawen Chang, Zhuda Yang, Changsong Zhou

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 70 pages, 5 figure

Model-Guided Microstimulation Steers Primate Visual Behavior

Johannes Mehrer, Ben Lonnqvist, Anna Mitola, Abdulkadir Gokce, Paolo Papale, Martin Schrimpf

机构 * EPFL（瑞士联邦理工学院） ； Netherlands Institute for Neuroscience（荷兰神经科学研究所） ； University of Parma（帕尔马大学） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Some Further Developments on a Neurobiologically-based Model for Color Sensations in Humans

Charles Q. Wu

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens

Zijian Dong, Ruilin Li, Joanna Su Xian Chong, Niousha Dehestani, Yinghui Teng, Yi Lin, Zhizhou Li, Yichi Zhang, Yapei Xie, Leon Qi Rong Ooi, B. T. Thomas Yeo, Juan Helen Zhou

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments NeurIPS 2025. The first two authors contributed equally

Controllable Surface Diffusion Generative Model for Neurodevelopmental Trajectories

Zhenshan Xie, Levente Baljer, M. Jorge Cardoso, Emma Robinson

机构 * Research Department of Biomedical Computing, School of Biomedical Engineering & Imaging Sciences, King’s College London（生物医学计算研究部，生物医学工程与成像科学学院，伦敦国王学院） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Radial Basis Function Techniques for Neural Field Models on Surfaces

Sage B Shaw, Zachary P Kilpatrick, Daniele Avitabile

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 25 pages, 8 figures

Criticality at work: scaling in the mouse cortex enhances performance

Gustavo G. Cambrainha, Daniel M. Castro, Nivaldo A. P. de Vasconcelos, Pedro Carelli, Mauro Copelli

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

A novel cost-effective fabrication of a flexible neural probe for brain signal recording

Alireza Irandoost, Amirreza Bahramani, Roya Mohajeri, Faezeh Shahdost-Fard, Ali Ghazizadeh, Mehdi Fardmanesh

专题命中 神经信号处理 ：neural signal(abstract)；分类 q-bio.NC

From Chaos to Coherence: Effects of High-Order Synaptic Correlations on Neural Dynamics

Nimrod Sherf, Xaq Pitkow, Krešimir Josić, Kevin E. Bassler

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Firing Rate Models as Associative Memory: Excitatory-Inhibitory Balance for Robust Retrieval

Simone Betteti, Giacomo Baggio, Francesco Bullo, Sandro Zampieri

机构 * Department of Information Engineering（信息工程系） ； Università degli Studi di Padova（帕多瓦大学） ； Center for Control, Dynamical Systems and Computation（控制、动态系统与计算中心） ； University of California at Santa Barbara（加州大学圣巴巴拉分校） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 20 pages, 7 figures

TranCIT: Transient Causal Interaction Toolbox

Salar Nouri, Kaidi Shao, Shervin Safavi

专题命中 神经信号处理 ：neural signal(abstract)；分类 cs.LG

Time Series Analysis of Spiking Neural Systems via Transfer Entropy and Directed Persistent Homology

Dylan Peek, Siddharth Pritam, Matthew P. Skerritt, Stephan Chalup

机构 * The University of Newcastle（新castle大学） ； Chennai Mathematical Institute（钦奈数学研究所） ； The Royal Melbourne Institute of Technology（皇家墨尔本理工学院） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Disentangling the Factors of Convergence between Brains and Computer Vision Models

Joséphine Raugel, Marc Szafraniec, Huy V. Vo, Camille Couprie, Patrick Labatut, Piotr Bojanowski, Valentin Wyart, Jean-Rémi King

机构 * Meta AI 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds

Andrew Chang, Yike Li, Iran R. Roman, David Poeppel

机构 * New York University（纽约大学） ； Queen Mary University of London（伦敦大学女王学院） ； Max Planck Society（马克斯·普朗克协会） 纠错

专题命中 神经信号处理 ：BCI(abstract)；分类 cs.LG

Comments Interspeech 2025

Synchronization and semantization in deep spiking networks

Jonas Oberste-Frielinghaus, Anno C. Kurth, Julian Göltz, Laura Kriener, Junji Ito, Mihai A. Petrovici, Sonja Grün

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 16 pages, 4 figures, 4 supplementary figures

Hemispheric-Specific Coupling Improves Modeling of Functional Connectivity Using Wilson-Cowan Dynamics

Ramiro Plüss, Hernán Villota, Patricio Orio

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 13 pages, 7 figures

Linking GFAP Levels to Speech Anomalies in Acute Brain Injury: A Simulation Based Study

Shamaley Aravinthan, Bin Hu

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 6 figures, 4 tables

Modeling bias in decision-making attractor networks

Safaan Sadiq

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments PhD Thesis, 139 pages, 50 figures

Multihead self-attention in cortico-thalamic circuits

Arno Granier, Walter Senn

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Delay-constrained re-entry governs large-scale brain seizures and other network pathologies

Paul Triebkorn, Huifang E. Wang, Marmaduke Woodman, Maxime Guye, Fabrice Bartolomei, Viktor Jirsa

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 26 pages, 15 figures

The Spatiotemporal Organization of Motor Cortex Activity Supporting Manual Dexterity

Nicholas Chehade

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments PhD thesis, 202 pages, 19 figures

The refresh rate of overhead projectors may affect the perception of fast moving objects: a modelling study

Jérôme Emonet, Bruno Cessac

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 11 pages, 3 figures

An Uncertainty Principle for Probabilistic Computation in the Retina

Jayanth R Taranath, Salim M'Jahad

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Agency Perception and Brain Synchrony: A Hyperscanning Study of Human-Human and Human-AI Interaction

Mohammad Ghalavand, Javad Hatami, Seyed Kamaledin Setarehdan, Fatimah Nosrati, Hananeh Ghalavand, Ali Nikhalat-Jahromi

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction

Stéphane d'Ascoli, Jérémy Rapin, Yohann Benchetrit, Hubert Banville, Jean-Rémi King

机构 * Meta AI 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Predicting Brain Responses To Natural Movies With Multimodal LLMs

Cesar Kadir Torrico Villanueva, Jiaxin Cindy Tu, Mihir Tripathy, Connor Lane, Rishab Iyer, Paul S. Scotti

机构 * Medical AI Research Center (MedARC)（医学人工智能研究中心（MedARC）） ； Psychological and Brain Sciences, Dartmouth College（心理学与脑科学系，达特茅斯学院） ； Core for Advanced Magnetic Resonance Imaging (CAMRI), Baylor College of Medicine（先进磁共振成像核心（CAMRI），贝勒医学院） ； Sophont ； Princeton Neuroscience Institute（普林斯顿神经科学研究所） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments Code available at https://github.com/MedARC-AI/algonauts2025

MeloKids: Multisensory VR System to Enhance Speech and Motor Coordination in Children with Hearing Loss

Yichen Yu, Qiaoran Wang

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.HC

Yume: An Interactive World Generation Model

Xiaofeng Mao, Shaoheng Lin, Zhen Li, Chuanhao Li, Wenshuo Peng, Tong He, Jiangmiao Pang, Mingmin Chi, Yu Qiao, Kaipeng Zhang

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Fudan University（复旦大学） ； Shanghai Innovation Institute（上海创新研究院） 纠错

专题命中 神经信号处理 ：neural signal(abstract)；分类 cs.HC

Theory of enhanced-by-coincidence neural information transmission

Miguel Ibáñez-Berganza, Giulio Bondanelli, Stefano Panzeri

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 24 pages, 11 figures (with appendices: 58 pages and 34 figures)