脑机接口 / BCI

Self-Attention-Based Contextual Modulation Improves Neural System Identification

Isaac Lin, Tianye Wang, Shang Gao, Shiming Tang, Tai Sing Lee

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

Comments ICLR 2025

Talking to the brain: Using Large Language Models as Proxies to Model Brain Semantic Representation

Xin Liu, Ziyue Zhang, Jingxin Nie

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

Comments 20 pages, 6 figures

Hierarchical Residuals Exploit Brain-Inspired Compositionality

Francisco M. López, Jochen Triesch

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

Comments Accepted at ESANN 2025

Estimating Neural Representation Alignment from Sparsely Sampled Inputs and Features

Chanwoo Chun, Abdulkadir Canatar, SueYeon Chung, Daniel D. Lee

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

BAN: Neuroanatomical Aligning in Auditory Recognition between Artificial Neural Network and Human Cortex

Haidong Wang, Pengfei Xiao, Ao Liu, Jianhua Zhang, Qia Shan

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

Using economic value signals from primate prefrontal cortex in neuro-engineering applications

Tevin C. Rouse, Shira M. Lupkin, Vincent B. McGinty

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

Comments 23 pages, 5 figures

A Fuzzy-based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy

Xiaowei Jiang, Liang Ou, Yanan Chen, Na Ao, Yu-Cheng Chang, Thomas Do, Chin-Teng Lin

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

Machine Learning Modeling for Multi-order Human Visual Motion Processing

Zitang Sun, Yen-Ju Chen, Yung-Hao Yang, Yuan Li, Shin'ya Nishida

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

Solving Sparse Finite Element Problems on Neuromorphic Hardware

Bradley H. Theilman, James B. Aimone

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

Comments Pre-publication submission

Active filtering: a predictive function of recurrent circuits of sensory cortex

Mark H. Histed

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

Causal Spike Timing Dependent Plasticity Prevents Assembly Fusion in Recurrent Networks

Xinruo Yang, Brent Doiron

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

WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance

Phillip Maire, Samson G. King, Jonathan Andrew Cheung, Stefanie Walker, Samuel Andrew Hires

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

Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks

Naresh Ravichandran, Anders Lansner, Pawel Herman

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

The Thousand Brains Project: A New Paradigm for Sensorimotor Intelligence

Viviane Clay, Niels Leadholm, Jeff Hawkins

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

Signal Transformation for Effective Multi-Channel Signal Processing

Sunil Kumar Kopparapu

专题命中 神经信号处理 ：EEG(abstract)；分类 eess.SP

Comments 5 Figures

Optimal signal transmission and timescale diversity in a model of human brain operating near criticality

Yang Qi, Jiexiang Wang, Weiyang Ding, Gustavo Deco, Viktor Jirsa, Wenlian Lu, Jianfeng Feng

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

An Analytically Solvable Model of Firing Rate Heterogeneity in Balanced State Networks

Alexander Schmidt, Peter Hiemeyer, Fred Wolf

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

Why does time feel the way it does? Towards a principled account of temporal experience

Renzo Comolatti, Matteo Grasso, Giulio Tononi

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

One nose but two nostrils: Learn to align with sparse connections between two olfactory cortices

Bo Liu, Shanshan Qin, Venkatesh Murthy, Yuhai Tu

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

Journal ref PRX Life 2, 043016 (2024)

Brain-inspired AI Agent: The Way Towards AGI

Bo Yu, Jiangning Wei, Minzhen Hu, Zejie Han, Tianjian Zou, Ye He, Jun Liu

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

Hybrid Spiking Neural Network -- Transformer Video Classification Model

Aaron Bateni

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

Comments 37 pages, 11 figures. BSc Thesis in Computer Science. Code available

The role of inhibitory neuronal variability in modulating phase diversity between coupled networks

Katiele V. P. Brito, Joana M. G. L. Silva, Claudio R. Mirasso, Fernanda S. Matias

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

Minimizing information loss reduces spiking neuronal networks to differential equations

Jie Chang, Zhuoran Li, Zhongyi Wang, Louis Tao, Zhuo-Cheng Xiao

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

Comments 36 pages, 11 figures

Somatosensory and motor contributions to emotion representation

Marianne C. Reddan, Luke Chang, Philip Kragel, Tor D. Wager

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

Comments 16 pages, 4 figures

A computational account of the development and evolution of psychotic symptoms

Albert Powers, Philip Angelos, Alexandria Bond, Emily Farina, Carolyn Fredericks, Jay Gandhi, Maximillian Greenwald, Gabriela Hernandez-Busot, Gabriel Hosein, Megan Kelley, Catalina Mourgues, William Palmer, Julia Rodriguez-Sanchez, Rashina Seabury, Silmilly Toribio, Raina Vin, Jeremy Weleff, David Benrimoh

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

Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data

Xinran Liu, Yikun Bai, Rocío Díaz Martín, Kaiwen Shi, Ashkan Shahbazi, Bennett A. Landman, Catie Chang, Soheil Kolouri

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

Reconciliation of weak pairwise spike-train correlations and highly coherent local field potentials across space

Johanna Senk, Espen Hagen, Sacha J. van Albada, Markus Diesmann

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

Comments 31 pages, 10 figures, 7 tables

Journal ref Cerebral Cortex 34(10): bhae405 (2024)

The impact of MRI image quality on statistical and predictive analysis on voxel based morphology

Felix Hoffstaedter, Nicolás Nieto, Simon B. Eickhoff, Kaustubh R. Patil

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

Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli

Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian

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

Brain Network Dynamics and Multiscale Modelling of Neurodegenerative Disorders: A Review

Hina Shaheen, Roderick Melnik

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

Comments 5 figures, 26 pages