A Complex Network Framework to Model Cognition: Unveiling Correlation Structures from Connectivity

Rosell-Tarragó, Gemma; Cozzo, Emanuele; Dı́az-Guilera, Albert

doi:10.1155/2018/1918753

Cited by 7 publications

(5 citation statements)

References 75 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Data flows through it in a clockwise direction. When a ring topology with a large number of nodes is used, a lot of repeaters are required because in a ring topology with 90 nodes, data must travel via 89 nodes before reaching the 90th node [9]. Repeaters are used in the network as a result to prevent data loss.…”

Section: Ring Topologymentioning

confidence: 99%

The Various Types of Network Topologies Systems and their Efficiency Reliabilities

Jalil

2023

IJRASET

View full text Add to dashboard Cite

Topology describes the procedure of putting items in a particular order, arrangement, or connection. So, the process of organising, organising, or connecting various devices in a network is referred to as network topology. Network topology refers to the various ways that devices can be connected to one another. Depending on how devices are connected to one another and how data moves between them, these network topologies have been categorised into several categories. Some of the topologies used in different industries for system layout include star, ring, hybrid, mesh, tree, and bus. This study has examined the advantages and disadvantages of different topologies based on connections and data flow. In this article, the significance of network topology will be discussed. In this article, the significance of network topology is covered. The increasing need for these topologies in several start-ups and major enterprises is covered in this article.It demonstrates how topologies have a bright future because every organisation must establish a network that must be carefully organised, leading to an increase in the use of network topologies.

show abstract

Section: Ring Topologymentioning

confidence: 99%

The Various Types of Network Topologies Systems and their Efficiency Reliabilities

Jalil

2023

IJRASET

View full text Add to dashboard Cite

show abstract

“…It is traversed by data in a clockwise manner. Since data in a ring topology with 90 nodes must pass through 89 nodes before reaching the 90th node, a significant number of repeaters are needed when a ring topology with many nodes is used [10]. As a result, the network uses repeaters to guard against data loss.…”

Section: Various Types Of Network Topology a Bus Topologymentioning

confidence: 99%

The Study on the Importance of Various Network Topologies For Multinetwork Systems

Jalil

2023

IJRASET

View full text Add to dashboard Cite

The process of placing objects in a specific relationship, order, or arrangement is referred to as topology. Thus, network topology is the process of arranging or connecting different devices in a network. The several ways that devices can be connected to one another are referred to as network topologies. These network topologies are divided into a number of categories based on how devices are connected to one another and how data flows between them. Various topologies such as star, ring, hybrid, mesh, tree, and bus are employed in various industries for system architecture. The benefits and drawbacks of various topologies based on connections and data flow have been investigated in this study. The importance of network topology will be covered in this study.

show abstract

“…A network is a general way of visualizing and analyzing interactions between nodes. It is widely used in many fields [21][22][23][24][25]. e most notable networks are social networks, which have been used and studied for decades [26].…”

Section: Related Workmentioning

confidence: 99%

College Students’ Psychological Health Analysis Based on Multitask Gaussian Graphical Models

Tian

Wang

et al. 2021

Complexity

View full text Add to dashboard Cite

Understanding and solving the psychological health problems of college students have become a focus of social attention. Complex networks have become important tools to study the factors affecting psychological health, and the Gaussian graphical model is often used to estimate psychological networks. However, previous studies leave some gaps to overcome, including the following aspects. (1) When studying networks of subpopulations, the estimation neglects the intrinsic relationships among subpopulations, leading to a large difference between the estimated network and the real network. (2) Because of the high cost, previous psychological surveys often have a small sample size, and the psychological description is insufficient. Here, the intrinsic connections among multiple tasks are used, and multitask machine learning is applied to develop a multitask Gaussian graphical model. The psychological networks of the population and subpopulations are estimated based on psychological questionnaire data. This study is the first to apply a psychological network to such a large-scale college student psychological analysis, and we obtain some interesting results. The model presented here is a dynamic model based on complex networks which predicts individual behavior and provides insight into the intrinsic links among various symptoms.

show abstract

A Complex Network Framework to Model Cognition: Unveiling Correlation Structures from Connectivity

Cited by 7 publications

References 75 publications

The Various Types of Network Topologies Systems and their Efficiency Reliabilities

The Various Types of Network Topologies Systems and their Efficiency Reliabilities

The Study on the Importance of Various Network Topologies For Multinetwork Systems

College Students’ Psychological Health Analysis Based on Multitask Gaussian Graphical Models

Contact Info

Product

Resources

About