脑机接口 / BCI

Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling

Marcelo Bertalmío, Luca Calatroni, Valentina Franceschi, Benedetta Franceschiello, Dario Prandi

专题命中 神经信号处理 ：cortical(title)

Comments This is the revised extended invited journal version of the SSVM 2019 conference proceeding arXiv:1812.07425

Journal ref Journal of Mathematical Imaging and Vision 2020

Normal and Equivolumetric Coordinate Systems for Cortical Areas

Laurent Younes, Kwame S. Kutten, J. Tilak Ratnanather

专题命中 神经信号处理 ：cortical(title)

Accessibility of Cortical Regions to Focal TES: Dependence on Spatial Position, Safety, and Practical Constraints

Guilherme Bicalho Saturnino, Hartwig Roman Siebner, Axel Thielscher, Kristoffer Hougaard Madsen

专题命中 神经信号处理 ：cortical(title)

Comments 45 pages, 10 figures. Updated to accepted version

Journal ref NeuroImage, 13 September 2019, 116183

Getting in shape and swimming: the role of cortical forces and membrane heterogeneity in eukaryotic cells

Hao Wu, Marco Avila Ponce de Leon, Hans G. Othmer

专题命中 神经信号处理 ：cortical(title)

Comments 25 pages, 10 figures, the new revised version including the erratum

Journal ref Journal of Mathematical Biology (2018)

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

Abhronil Sengupta, Priyadarshini Panda, Parami Wijesinghe, Yusung Kim, Kaushik Roy

专题命中 神经信号处理 ：cortical(title)

Comments The article will appear in Scientific Reports

On role of matrix behavior in compressive fracture of bovine cortical bone

Ashwij Mayya, Anuradha Banerjee, R. Rajesh

专题命中 神经信号处理 ：cortical(title)

Comments 9 pages, 12 figures, research article

Journal ref Phys. Rev. E 96, 053001 (2017)

Bioplausible multiscale filtering in retino-cortical processing as a mechanism in perceptual grouping

Nasim Nematzadeh, David M. W. Powers, Trent W. Lewis

专题命中 神经信号处理 ：cortical(title)

Comments 23 pages, 8 figures, Brain Informatics journal: Full text access: https://link.springer.com/article/10.1007/s40708-017-0072-8

Towards the neural code endowed in cortical microcolumns

Arturo Tozzi, James F. Peters, Ottorino Ori

专题命中 神经信号处理 ：cortical(title)

Comments 11 pages, 5 figures

Levels of Complexity in Scale-Invariant Neural Signals

Plamen Ch. Ivanov, Jeffrey M. Hausdorff, S. Havlin, Luís A. Nunes Amaral, Kuniharu Arai, Verena Schulte-Frohlinde, Mitsuru Yoneyama, H. Eugene Stanley

专题命中 神经信号处理 ：neural signal(title)

Comments 9 pages, 3 figures

Effective Connectivity-Based Neural Decoding: A Causal Interaction-Driven Approach

Saba Emrani, Hamid Krim

专题命中 神经信号处理 ：neural decoding(title)

Comments 16 pages, 13 figures, 2 tables

Cortical Computation via Iterative Constructions

Christos Papadimitrou, Samantha Petti, Santosh Vempala

专题命中 神经信号处理 ：cortical(title)

Comments 40 pages, COLT 2016

Cortical Processing with Thermodynamic-RAM

M. Alexander Nugent, Timothy W. Molter

专题命中 神经信号处理 ：cortical(title)

Information Optimization in Coupled Audio-Visual Cortical Maps

Mehran Kardar, A. Zee

专题命中 神经信号处理 ：cortical(title)

Comments 7 pages, 1 figure

An offline approach to fNIRS-guided reinforcement learning for robot behavior

一种用于机器人行为的基于fNIRS引导的强化学习的离线方法

Julia Santaniello, Madelaine Brower, Benson Jiang, Donatello Sassaroli, Robert Jacob, Jivko Sinapov

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

AI总结 研究利用fNIRS脑信号调节机器人模拟学习的可行性，比较不同交互任务训练的智能体，测试多种增强强化学习算法的方法，发现该框架能有效利用神经信号增强学习，还可离线学习，为特定场景提供替代方案。

Comments Preliminary results

Quantifying Entrainment Evidence: A Comparison of Frequentist and Bayesian Approaches for Information Processing Pathway Maps

量化夹带证据：信息处理通路图的频率主义和贝叶斯方法比较

Kaibo Zhang, Ji Wu, Chao Zhang, Andrew Thwaites

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

AI总结 比较频率主义与贝叶斯方法映射皮层夹带，贝叶斯方法保留核心优势并改变选择标准，通过听觉神经成像数据集评估性能和可解释性，探讨对系统神经科学的影响。

MEG-to-MEG Transfer Learning and Cross-Task Speech/Silence Detection with Limited Data

从MEG到MEG的迁移学习与跨任务语音/沉默检测（数据有限）

Xabier de Zuazo, Vincenzo Verbeni, Eva Navas, Ibon Saratxaga, Mathieu Bourguignon, Nicola Molinaro

机构 * HiTZ Center, University of the Basque Country -- UPV/EHU, Spain（比斯开国家大学HiTZ中心） ； Basque Center on Cognition, Brain and Language -- BCBL, Spain（巴斯克认知、大脑与语言中心） ； Ikerbasque, Basque Foundation for Science, Spain（巴斯克科学基金会Ikerbasque） ； Laboratory of Functional Anatomy, Faculty of Human Motor Sciences, Université libre de Bruxelles (ULB), Belgium（布鲁塞尔自由大学人体运动科学系功能解剖实验室） ； Laboratoire de Neuroanatomie et Neuroimagerie translationnelles (LN2T), ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Belgium（布鲁塞尔自由大学神经解剖与神经影像翻译实验室） ； WEL Research Institute, Belgium（比利时WEL研究机构） 纠错

专题命中 神经信号处理 ：brain-computer interface(abstract)；neural decoding(abstract)；分类 cs.LG

AI总结 本文提出通过迁移学习提升MEG数据下的语音与沉默检测性能，展示预训练模型在跨任务解码中的优势。

Comments 6 pages, 3 figures, 3 tables, submitted to Interspeech 2026

Learned Hemodynamic Coupling Inference in Resting-State Functional MRI

学习静息态功能磁共振成像中的血流动力学耦合推断

William Consagra, Eardi Lila

专题命中 神经信号处理 ：neural signal(abstract)；cortical(abstract)；分类 eess.SP

AI总结 本文提出了一种基于深度学习和归一化流的方法，用于从静息态fMRI中推断皮层表面的血流动力学耦合，提高了血流动力学估计和连接性分析的准确性。

Neural Recording Power Optimization Through Machine Learning Guided Resolution Reconfiguration

Aviral Pandey, Dhruv Vaish, I-Ting Lin, Rikky Muller

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

AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing

Behtom Adeli, John Mclinden, Pankaj Pandey, Ming Shao, Yalda Shahriari

机构 * 1 Department of Electrical Engineering, Computer, \& Biomedical Engineering, University of Rhode Island RI, USA 2 Multimodal Functional Brain Imaging Research Lab at St. Jude Children's Research Hospital, TN, USA 3 Miner School of Computer ； Information Sciences at University of massachusetts Lowell, MA, USA 纠错

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；分类 cs.LG

Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting

Alexis Melot, Sean U. N. Wood, Yannick Coffinier, Pierre Yger, Fabien Alibart

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

Comments Main article : 16 pages, 7 figures and 4 tables. Supplementary Material starts at page 17 with 7 figures

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Miran Özdogan, Gilad Landau, Gereon Elvers, Dulhan Jayalath, Pratik Somaiya, Francesco Mantegna, Mark Woolrich, Oiwi Parker Jones

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

专题命中 神经信号处理 ：brain-computer interface(abstract)；neural decoding(abstract)；分类 cs.LG

Comments 37 pages, 14 figures, 13 tables. Under review

Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings

Owais Mujtaba Khanday, Pablo Rodroguez San Esteban, Zubair Ahmad Lone, Marc Ouellet, Jose Andres Gonzalez Lopez

机构 * University of Granada（格拉纳达大学） ； GITAM（GITAM大学） 纠错

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

Comments Accepted for presentation at Interspeech2025

Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics

Yenho Chen, Noga Mudrik, Kyle A. Johnsen, Sankaraleengam Alagapan, Adam S. Charles, Christopher J. Rozell

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

Comments Accepted to NeurIPS 2024

Neural activity in quarks language: Lattice Field Theory for a network of real neurons

Giampiero Bardella, Simone Franchini, Liming Pan, Riccardo Balzan, Surabhi Ramawat, Emiliano Brunamonti, Pierpaolo Pani, Stefano Ferraina

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

Comments 79 pages, 20 figures

Journal ref Entropy 2024, 26(6), 495

BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing

Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Kartsch, Andrea Cossettini, Luca Benini

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；分类 cs.HC

Comments 7 pages, 9 figures, 1 table, accepted for IEEE COINS 2023

Mathematical derivation of wave propagation properties in hierarchical neural networks with predictive coding feedback dynamics

Grégory Faye, Guilhem Fouilhé, Rufin VanRullen

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

Deep Learning in fNIRS: A review

Condell Eastmond, Aseem Subedi, Suvranu De, Xavier Intes

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

Comments 41 pages, 9 figures

Global dynamics of neural mass models

Gerald Cooray, Richard Rosch, Karl Friston

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

Comments 40 pages, 8 figures

Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions

D. Calvetti, B. Johnson, A. Pascarella, F. Pitolli, E. Somersalo, B. Vantaggi

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

Comments 34 pages, 15 figures

Journal ref Brain Topography 34, 840-862 (2021)

Metastable dynamics of neural circuits and networks

Braden A. W. Brinkman, Han Yan, Arianna Maffei, Il Memming Park, Alfredo Fontanini, Jin Wang, Giancarlo La Camera

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

Journal ref Applied Physics Reviews (2022) 9(1), 011313