脑机接口 / BCI

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

The Role of Affective States in Computational Psychiatry

David Benrimoh, Ryan Smith, Andreea O. Diaconescu, Timothy Friesen, Sara Jalali, Nace Mikus, Laura Gschwandtner, Jay Gandhi, Guillermo Horga, Albert Powers

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

I Think, Therefore I Hallucinate: Minds, Machines, and the Art of Being Wrong

Sebastian Barros

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

Comments 25 pages, 1 table

The Amplitude Modulation Structure of Japanese Infant- and Child-Directed Speech: Longitudinal Data Reveal Universal Acoustic Physical Structures Underpinning Moraic Timing

Tatsuya Daikoku, Usha Goswami

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

Comments 30 pages, 4 figures

A Computational Framework for Modeling Emergence of Color Vision in the Human Brain

Atsunobu Kotani, Ren Ng

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

Comments ICLR 2025 Oral, 33 pages, 14 figures, Webpage: https://matisse.eecs.berkeley.edu/