文献检索文档翻译深度研究
Suppr Zotero 插件Zotero 插件
邀请有礼套餐&价格历史记录

新学期,新优惠

限时优惠:9月1日-9月22日

30天高级会员仅需29元

1天体验卡首发特惠仅需5.99元

了解详情
不再提醒
插件&应用
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
高级版
套餐订阅购买积分包
AI 工具
文献检索文档翻译深度研究
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2025

Beyond-local neural information processing in neuronal networks.

作者信息

Balkenhol Johannes, Händel Barbara, Biswas Sounak, Grohmann Johannes, Kistowski Jóakim V, Prada Juan, Bosman Conrado A, Ehrenreich Hannelore, Wojcik Sonja M, Kounev Samuel, Blum Robert, Dandekar Thomas

机构信息

Department of Bioinformatics, Biocenter, University of Würzburg, 97074 Würzburg, Germany.

Department of Psychology (III), University of Würzburg, 97070 Würzburg, Germany.

出版信息

Comput Struct Biotechnol J. 2024 Nov 13;23:4288-4305. doi: 10.1016/j.csbj.2024.10.040. eCollection 2024 Dec.


DOI:10.1016/j.csbj.2024.10.040
PMID:39687759
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11647244/
Abstract

While there is much knowledge about local neuronal circuitry, considerably less is known about how neuronal input is integrated and combined across neuronal networks to encode higher order brain functions. One challenge lies in the large number of complex neural interactions. Neural networks use oscillating activity for information exchange between distributed nodes. To better understand building principles underlying the observation of synchronized oscillatory activity in a large-scale network, we developed a reductionistic neuronal network model. Fundamental building principles are laterally and temporally interconnected virtual nodes (microcircuits), wherein each node was modeled as a local oscillator. By this building principle, the neuronal network model can integrate information in time and space. The simulation gives rise to a wave interference pattern that spreads over all simulated columns in form of a travelling wave. The model design stabilizes states of efficient information processing across all participating neuronal equivalents. Model-specific oscillatory patterns, generated by complex input stimuli, were similar to electrophysiological high-frequency signals that we could confirm in the primate visual cortex during a visual perception task. Important oscillatory model pre-runners, limitations and strength of our reductionistic model are discussed. Our simple scalable model shows unique integration properties and successfully reproduces a variety of biological phenomena such as harmonics, coherence patterns, frequency-speed relationships, and oscillatory activities. We suggest that our scalable model simulates aspects of a basic building principle underlying oscillatory, large-scale integration of information in small and large brains.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/3be9ce28f055/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/0134927d6e20/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/50c5b909e5b3/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/b0d143321b0f/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/c502d44f626c/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/656ec4328039/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/8584699e19d9/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/3be9ce28f055/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/0134927d6e20/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/50c5b909e5b3/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/b0d143321b0f/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/c502d44f626c/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/656ec4328039/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/8584699e19d9/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed15/11647244/3be9ce28f055/gr6.jpg

相似文献

[1]
Beyond-local neural information processing in neuronal networks.

Comput Struct Biotechnol J. 2024-11-13

[2]
Time-domain brain: temporal mechanisms for brain functions using time-delay nets, holographic processes, radio communications, and emergent oscillatory sequences.

Front Comput Neurosci. 2025-2-18

[3]
Time Is of the Essence: Neural Codes, Synchronies, Oscillations, Architectures.

Front Comput Neurosci. 2022-6-15

[4]
Recording and Analyzing Multimodal Large-Scale Neuronal Ensemble Dynamics on CMOS-Integrated High-Density Microelectrode Array.

J Vis Exp. 2024-3-8

[5]
Role of local network oscillations in resting-state functional connectivity.

Neuroimage. 2011-4-12

[6]
Uncovering phase-coupled oscillatory networks in electrophysiological data.

Hum Brain Mapp. 2015-7

[7]
Synaptic origin and stimulus dependency of neuronal oscillatory activity in the primary visual cortex of the cat.

J Physiol. 1997-5-1

[8]
Transient dynamics and rhythm coordination of inferior olive spatio-temporal patterns.

Front Neural Circuits. 2013-9-5

[9]
Complex temporal patterns processing by a neural mass model of a cortical column.

Cogn Neurodyn. 2019-8

[10]
Oscillatory Properties of Functional Connections Between Sensory Areas Mediate Cross-Modal Illusory Perception.

J Neurosci. 2019-5-20

引用本文的文献

[1]
Compensatory Regulation of Excitation/Inhibition Balance in the Ventral Hippocampus: Insights from Fragile X Syndrome.

Biology (Basel). 2025-3-31

本文引用的文献

[1]
Oscillations in an artificial neural network convert competing inputs into a temporal code.

PLoS Comput Biol. 2024-9

[2]
Neural assemblies coordinated by cortical waves are associated with waking and hallucinatory brain states.

Cell Rep. 2024-4-23

[3]
Consciousness theory slammed as 'pseudoscience' - sparking uproar.

Nature. 2023-9-20

[4]
An implementation of integrated information theory in resting-state fMRI.

Commun Biol. 2023-7-5

[5]
Geometric constraints on human brain function.

Nature. 2023-6

[6]
Learning how network structure shapes decision-making for bio-inspired computing.

Nat Commun. 2023-5-23

[7]
Noise-modulated multistable synapses in a Wilson-Cowan-based model of plasticity.

Front Comput Neurosci. 2023-2-2

[8]
Power spectrum and critical exponents in the 2D stochastic Wilson-Cowan model.

Sci Rep. 2022-12-19

[9]
Ultrafast simulation of large-scale neocortical microcircuitry with biophysically realistic neurons.

Elife. 2022-11-7

[10]
Time Is of the Essence: Neural Codes, Synchronies, Oscillations, Architectures.

Front Comput Neurosci. 2022-6-15

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

推荐工具

医学文档翻译智能文献检索