paper-with-me

홈 › Papers

Cortical network reconfiguration aligns with shifts of basal ganglia and cerebellar influence

2024-08-15 · Kimberly Nestor

Mammalian functional architecture flexibly adapts, transitioning from integration where information is distributed across the cortex, to segregation where information is focal in densely connected communities of brain regions. This flexibility in cortical brain networks is hypothesized to be driven by control signals originating from subcortical pathways, with the basal ganglia shifting the cortex towards integrated processing states and the cerebellum towards segregated states. In a sample of healthy human participants (N=242), we used fMRI to measure temporal variation in global brain networks while participants performed two tasks with similar cognitive demands (Stroop and Multi-Source Inference Task (MSIT)). Using the modularity index, we determined cortical networks shifted from integration (low modularity) at rest to high modularity during easier i.e. congruent (segregation). Increased task difficulty (incongruent) resulted in lower modularity in comparison to the easier counterpart indicating more integration of the cortical network. Influence of basal ganglia and cerebellum was measured using eigenvector centrality. Results correlated with decreases and increases in cortical modularity respectively, with only the basal ganglia influence preceding cortical integration. Our results support the theory the basal ganglia shifts cortical networks to integrated states due to environmental demand. Cerebellar influence correlates with shifts to segregated cortical states, though may not play a causal role.

📄 PDF Abstract BibTeX arXiv:2408.07977

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Control of Functional Connectivity in Cerebral Cortex by Basal Ganglia Mediated Synchronization

2020-04-10

Since the earliest electroencephalography experiments, large scale oscillations have been observed in the mammalian brain. More recently, they have been identified not only in the cerebral cortex and thalamus, but pervas…

Functional Connectivity

Implementation of a Model of the Cortex Basal Ganglia Loop

2024-02-17 · Naoya Arakawa

This article presents a simple model of the cortex-basal ganglia-thalamus loop, which is thought to serve for action selection and executions, and reports the results of its implementation. The model is based on the hypo…

reinforcement-learningReinforcement Learning

Thalamocortical contribution to solving credit assignment in neural systems

2021-04-03 · Mien Brabeeba Wang, Michael M. Halassa

Animal brains evolved to optimize behavior in dynamically changing environments, selecting actions that maximize future rewards. A large body of experimental work indicates that such optimization changes the wiring of ne…

Meta-Learning

MARTI-4: new model of human brain, considering neocortex and basal ganglia -- learns to play Atari game by reinforcement learning on a single CPU

2022-08-18 · Igor Pivovarov, Sergey Shumsky

We present Deep Control - new ML architecture of cortico-striatal brain circuits, which use whole cortical column as a structural element, instead of a singe neuron. Based on this architecture, we present MARTI - new mod…

CPUOpenAI Gymreinforcement-learningReinforcement Learning (RL)

A computational model describing the interplay of basal ganglia and subcortical background oscillations during working memory processes

2016-01-28

Working memory is responsible for the temporary manipulation and storage of information to support reasoning, learning and comprehension in the human brain. Background oscillations from subcortical structures may drive a…