脑机接口 / BCI

The role of gain neuromodulation in layer-5 pyramidal neurons

Alejandro Rodriguez-Garcia, Christopher J. Whyte, Brandon R. Munn, Jie Mei, James M. Shine, Srikanth Ramaswamy

机构 * Neural Circuits Laboratory, Biosciences Institute, Faculty of Medical Sciences, Newcastle University（神经回路实验室、生物科学学院、医学科学学院、新castle大学） ； Brain and Mind Center, The University of Sydney（脑与心智中心、悉尼大学） ； Center for Complex Systems, The University of Sydney（复杂系统中心、悉尼大学） ； IT:U Interdisciplinary Transformation University Austria（奥地利 interdisciplinary transformation university Austria） ； International Research Center for Neurointelligence, The University of Tokyo（神经智能国际研究中心、东京大学） ； Department of Anatomy, University of Quebec in Trois-Rivieres（解剖学系、魁北克三河大学） ； Theoretical Sciences Visiting Program (TSVP), Okinawa Institute of Science and Technology Graduate University（理论科学访问计划（TSVP）、冲绳科学技术大学院大学） 纠错

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

Comments 12 pages, 7 figures, 1 table, presented at 34th Annual Computational Neuroscience Meeting

A Linear Generative Framework for Structure-Function Coupling in the Human Brain

Sam Frank Kelemen, Joaquín Gõni, Sérgio Pequito, Arian Ashourvan

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

Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain

Jeff Hawkins, Niels Leadholm, Viviane Clay

机构 * Thousand Brains Project（千脑项目） 纠错

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

Comments 18 pages, 7 figures

Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs

Sonia Mazelet, Rémi Flamary, Bertrand Thirion

机构 * CMAP, Ecole Polytechnique Palaiseau, France（CMAP，巴黎政治学院帕莱欧斯校区，法国） ； Mind, Inria-Saclay Palaiseau, France（Mind，Inria萨克雷帕莱欧斯校区，法国） 纠错

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

Network structural change point detection and reconstruction for balanced neuronal networks

Kai Chen, Mingzhang Wang, Songting Li, Douglas Zhou

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

Comments 22 pages, 5 figures

Age Sensitive Hippocampal Functional Connectivity: New Insights from 3D CNNs and Saliency Mapping

Yifei Sun, Marshall A. Dalton, Robert D. Sanders, Yixuan Yuan, Xiang Li, Sharon L. Naismith, Fernando Calamante, Jinglei Lv

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

Mapping Brain-Behavior Correlations in Autism Using Heat Kernel Smoothing

Moo K. Chung, Kim M. Dalton, Daniel J. Kelley, Richard J. Davidson

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

Comments Originally published in Quantitative Bio-Science 30(2), 75-83 (2011)

Journal ref Quantitative Bio-Science 30(2), 75-83 (2011)

Attention acts to suppress goal-based conflict under high competition

Omar Claflin

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

Comments 25 pages, 3 figures, 3 tables

X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis

Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） 纠错

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

Comments MICCAI 2025

Do psychic cells generate consciousness?

Mototaka Suzuki, Jaan Aru

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

In silico discovery of representational relationships across visual cortex

Alessandro T. Gifford, Maya A. Jastrzębowska, Johannes J. D. Singer, Radoslaw M. Cichy

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

Comments Now published in Nature Human Behavior doi: https://doi.org/10.1038/s41562-025-02252-z

Journal ref Nature Human Behavior (2025)

SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics

Siddharth Viswanath, Rahul Singh, Yanlei Zhang, J. Adam Noah, Joy Hirsch, Smita Krishnaswamy

机构 * Yale University（耶鲁大学） ； Wu Tsai Institute（吴氏研究所） ； Mila-Quebec AI Institute（蒙特利尔AI研究所） ； Yale School of Medicine（耶鲁医学院） ； Computational Biology and Bioinformatics Program, Yale University（耶鲁大学计算生物学与生物信息学项目） ； University College London（伦敦大学学院） 纠错

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

Oscillatory State-Space Models

T. Konstantin Rusch, Daniela Rus

机构 * MIT（麻省理工学院） 纠错

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

Comments ICLR 2025 (Oral)

Convolutional method for data assimilation An improved method on neuronal electrophysiological data

Dawei Li, Henry D. I. Abarbanel

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

Sparse Autoencoders Bridge The Deep Learning Model and The Brain

Ziming Mao, Jia Xu, Zeqi Zheng, Haofang Zheng, Dabing Sheng, Yaochu Jin, Guoyuan Yang

机构 * Beijing Institute of Technology（北京理工大学） ； Zhejiang University（浙江大学） ； Westlake University（西湖大学） 纠错

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

Comments 54 pages, 41 figures

Slow and Fast Neurons Cooperate in Contextual Working Memory through Timescale Diversity

Tomoki Kurikawa

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

A Neuronal Model at the Edge of Criticality: An Ising-Inspired Approach to Brain Dynamics

Sajedeh Sarmastani, Maliheh Ghodrat, Yousef Jamali

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

Comments 10 pages,7 figures

Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces

Chaofan Pan, Jiafen Liu, Yanhua Li, Linbo Xiong, Fan Min, Wei Wei, Xin Yang

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

Neuroplastic Expansion in Deep Reinforcement Learning

Jiashun Liu, Johan Obando-Ceron, Aaron Courville, Ling Pan

机构 * HKUST（香港科技大学） ； Mila - Québec AI Institute（蒙特利尔人工智能研究所） ； Université de Montréal（蒙特利尔大学） 纠错

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

Uncovering potential effects of spontaneous waves on synaptic development: the visual system as a model

Jennifer Crodelle, Wei P. Dai

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

Comments 35 pages, 13 figures

Mapping the Human Brain from the Prenatal Period to Infancy Using 3D Magnetic Resonance Imaging

Arnaud Cachia, Jean-François Mangin, Jessica Dubois

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

Journal ref The Cambridge Handbook of Cognitive Development, Cambridge University Press, pp.50-84, 2022

From empirical brain networks towards modeling music perception -- a perspective

Jakub Sawicki

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

Comments 23 pages, 9 figures, workshop

Learning Higher-Order Interactions in Brain Networks via Topological Signal Processing

Breno C. Bispo, Stefania Sardellitti, Fernando A. N. Santos, Juliano B. Lima

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

Comments Submitted to the 33rd European Signal Processing Conference (EUSIPCO 2025), 5 pages, 2 figures

Emergent representations in networks trained with the Forward-Forward algorithm

Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini

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

Comments Published in Transactions on Machine Learning Research (TMLR)

Including local feature interactions in deep non-negative matrix factorization networks improves performance

Mahbod Nouri, David Rotermund, Alberto Garcia-Ortiz, Klaus R. Pawelzik

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

Body Discovery of Embodied AI

Zhe Sun, Pengfei Tian, Xiaozhu Hu, Xiaoyu Zhao, Huiying Li, Zhenliang Zhang

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

Evaluating the effects of high-throughput structural neuroimaging predictors on whole-brain functional connectome outcomes via network-based vector-on-matrix regression

Tong Lu, Yuan Zhang, Vince Lyzinski, Chuan Bi, Peter Kochunov, Elliot Hong, Shuo Chen

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

Comments 20 pages, 5 figures, 2 tables

Journal ref Biometrics, Volume 81, Issue 1, March 2025

Subthreshold moment analysis of neuronal populations driven by synchronous synaptic inputs

Logan A. Becker, Francois Baccelli, Thibaud Taillefumier

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

Identifying the impact of local connectivity patterns on dynamics in excitatory-inhibitory networks

Yuxiu Shao, David Dahmen, Stefano Recanatesi, Eric Shea-Brown, Srdjan Ostojic

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

Comments 30 pages, 17 figures

Increased GM-WM in a prefrontal network and decreased GM in the insula and the precuneus are associated with reappraisal usage: A data fusion approach

Alessandro Grecucci, Parisa Ahmadi Ghomroudi, Carmen Morawetz, Valerie Lesk, Irene Messina

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