🎞 Network Neuroscience: Mapping and Modeling Complex Brain Networks (Dr. Olaf Sporns)
💥Free recorded workshop by Dr. Olaf Sporns, University of Indiana, Bloomington.
💥Modern neuroscience is in the middle of a transformation, driven by the development of novel high-resolution brain mapping and recording technologies that deliver increasingly large and detailed “big neuroscience data”. Network science has emerged as one of the principal approaches to model and analyze neural systems, from individual neurons to circuits and systems spanning the whole brain. A core theme of network neuroscience is the comprehensive mapping of anatomical and functional brain connectivity, also called connectomics. In this presentation I will review current themes and future directions of network neuroscience, including comparative studies of brain networks across different animal species, investigation of prominent network attributes in human brains, and use of computational models to map information flow and communication dynamics. I will argue that network neuroscience represents a promising theoretical framework for understanding the complex structure, operations and functioning of nervous systems.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Brain #workshop
💥Free recorded workshop by Dr. Olaf Sporns, University of Indiana, Bloomington.
💥Modern neuroscience is in the middle of a transformation, driven by the development of novel high-resolution brain mapping and recording technologies that deliver increasingly large and detailed “big neuroscience data”. Network science has emerged as one of the principal approaches to model and analyze neural systems, from individual neurons to circuits and systems spanning the whole brain. A core theme of network neuroscience is the comprehensive mapping of anatomical and functional brain connectivity, also called connectomics. In this presentation I will review current themes and future directions of network neuroscience, including comparative studies of brain networks across different animal species, investigation of prominent network attributes in human brains, and use of computational models to map information flow and communication dynamics. I will argue that network neuroscience represents a promising theoretical framework for understanding the complex structure, operations and functioning of nervous systems.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Brain #workshop
YouTube
Network Neuroscience: Mapping and Modeling Complex Brain Networks (Dr. Olaf Sporns)
Dr. Olaf Sporns
University of Indiana, Bloomington
Department of Psychological and Brain Sciences
Talk Title:
Network Neuroscience: Mapping and Modeling Complex Brain Networks
Abstract:
Modern neuroscience is in the middle of a transformation…
University of Indiana, Bloomington
Department of Psychological and Brain Sciences
Talk Title:
Network Neuroscience: Mapping and Modeling Complex Brain Networks
Abstract:
Modern neuroscience is in the middle of a transformation…
📄Navigation of brain networks
📘Journal: Biological Sciences
(I.F=6.58)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #brain
📘Journal: Biological Sciences
(I.F=6.58)
🗓Publish year: 2019
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #brain
👍1
🎞 Introduction to Brain Network Analysis
💥Free recorded Lecture by Dr. Johann D. Kruschwitz.
💥Graph Theoretical Modelling of Brain Connectivity.
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #Lecture #Brain
💥Free recorded Lecture by Dr. Johann D. Kruschwitz.
💥Graph Theoretical Modelling of Brain Connectivity.
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #Lecture #Brain
YouTube
Introduction to Brain Network Analysis - Part 1/2.
Introduction to Brain Network Analysis - Part 1/2. Graph Theoretical Modelling of Brain Connectivity. Concepts and Workflow. GraphVar by Dr. Johann D. Kruschwitz.
📄The relation between structural and functional connectivity patterns in complex brain networks
📘Journal: International Journal of Psychophysiology (I.F=2.882)
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📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: International Journal of Psychophysiology (I.F=2.882)
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📲Channel: @ComplexNetworkAnalysis
#paper
Complex_brain_networks_graph_theoretical_analysis_of_structural.pdf
52.1 KB
📄Complex brain networks: graph theoretical analysis of structural and functional systems
📘Journal: Nature Reviews Neuroscience(I.F=34.87)
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📲Channel: @ComplexNetworkAnalysis
#paper #Review #brain
📘Journal: Nature Reviews Neuroscience(I.F=34.87)
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📲Channel: @ComplexNetworkAnalysis
#paper #Review #brain
🎞 OLAF SPORNS "COMPUTATIONAL CONNECTOMICS – MAPPING AND MODELING COMPLEX BRAIN NETWORKS"
💥Free recorded workshop by Dr. Olaf Sporns.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Brain #workshop
💥Free recorded workshop by Dr. Olaf Sporns.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Brain #workshop
YouTube
OLAF SPORNS "COMPUTATIONAL CONNECTOMICS – MAPPING AND MODELING COMPLEX BRAIN NETWORKS"
In this talk I will review current research themes and findings coming from connectomics, the emerging science of brain networks. I will review the basics of network science as applied to brain data and survey what we have learned so far from macro and meso…
📄Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review
📘Journal: Frontiers in Computational Neuroscience(I.F=3.41)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #Review #brain
📘Journal: Frontiers in Computational Neuroscience(I.F=3.41)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #Review #brain
📄The influence of ageing on complex brain networks: A graph theoretical analysis
📘Journal: Human brain mapping (I.F=5.038)
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📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: Human brain mapping (I.F=5.038)
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📲Channel: @ComplexNetworkAnalysis
#paper
📄Social Network Analysis of COVID-19 Sentiments: Application of Artificial Intelligence
📘Journal: Journal of Medical Internet Research (JMIR) (I.F=7.08)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #application #covid_19
📘Journal: Journal of Medical Internet Research (JMIR) (I.F=7.08)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #application #covid_19
📄A comparative analysis of link removal strategies in real complex weighted networks
📘Journal: Scientific Reports (I.F=4.996)
🗓Publish year: 2020
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📱Channel: @ComplexNetworkAnalysis
#paper #comparative
📘Journal: Scientific Reports (I.F=4.996)
🗓Publish year: 2020
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📱Channel: @ComplexNetworkAnalysis
#paper #comparative
2019_A_study_of_the_petroleum_trade_network_of_countries_along.pdf
1.6 MB
📄A study of the petroleum trade network of countries along “The Belt and Road Initiative”
📘Journal: Journal of Cleaner Production (I.F=9.297)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
📘Journal: Journal of Cleaner Production (I.F=9.297)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
2022_Complex_Network_Analysis_of_the_Bitcoin_Transaction_Network.pdf
1.4 MB
📄Complex Network Analysis of the Bitcoin Transaction Network
📘Journal: IEEE Transactions on Circuits and Systems II: Express Briefs (I.F=3.292)
🗓Publish year: 2022
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📲Channel: @ComplexNetworkAnalysis
#paper #BitcoinTransactionNetwork
📘Journal: IEEE Transactions on Circuits and Systems II: Express Briefs (I.F=3.292)
🗓Publish year: 2022
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📲Channel: @ComplexNetworkAnalysis
#paper #BitcoinTransactionNetwork
📄Applications of Complex Network Analysis in Electric Power Systems
📘Journal:energies (I.F=3.343)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #ElectricPowerSystems
📘Journal:energies (I.F=3.343)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #ElectricPowerSystems
2014-Social Network Analysis Tools.pdf
237.6 KB
📄Social Network Analysis Tools
📘 Conference: 2014 Fourth International Conference on Communication Systems and Network Technologies
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📲Channel: @ComplexNetworkAnalysis
#paper #Tools
📘 Conference: 2014 Fourth International Conference on Communication Systems and Network Technologies
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📲Channel: @ComplexNetworkAnalysis
#paper #Tools
📄Most influential countries in the international medical device trade: Network-based analysis
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
2021_A_reduced_model_for_complex_network_analysis_of_public_transportation.pdf
878.2 KB
📄A reduced model for complex network analysis of public transportation systems
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#paper #publicTransportationSystems
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2021
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📲Channel: @ComplexNetworkAnalysis
#paper #publicTransportationSystems
2016-Complex network analysis of time series.pdf
948 KB
📄Complex network analysis of time series
📘Journal: Frontiers of Physics (I.F=3.563)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #TimeSeries
📘Journal: Frontiers of Physics (I.F=3.563)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #TimeSeries
2020_Network_analysis_of_international_trade_in_plastic_scrap.pdf
1.1 MB
📄Network analysis of international trade in plastic scrap
📘Journal: Sustainable Production and Consumption (I.F=5.032)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
📘Journal: Sustainable Production and Consumption (I.F=5.032)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
2018-A complex network approach to clinical science.pdf
282 KB
📄A complex network approach to clinical science
📘Journal: European Journal of Clinical Investigation (I.F=5.772)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #ClinicalScience
📘Journal: European Journal of Clinical Investigation (I.F=5.772)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #ClinicalScience
2020-Global e-waste trade network analysis.pdf
2.4 MB
📄Global e-waste trade network analysis
📘Journal: Resources, Conservation and Recycling (I.F=10.204)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
📘Journal: Resources, Conservation and Recycling (I.F=10.204)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #trade
🎞 Graph partitioning.
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Graph density. Graph pertitioning. Min cut, ratio cut, normalized and quotient cuts metrics. Spectral graph partitioning (normalized cut). Direct (spectral) modularity maximization. Multilevel recursive partitioning
📽 Watch
📑 Lecture
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Graph density. Graph pertitioning. Min cut, ratio cut, normalized and quotient cuts metrics. Spectral graph partitioning (normalized cut). Direct (spectral) modularity maximization. Multilevel recursive partitioning
📽 Watch
📑 Lecture
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
YouTube
Lecture 7. Graph partitioning algorithms.
Network Science 2021 @ HSE
http://www.leonidzhukov.net/hse/2021/networks/
http://www.leonidzhukov.net/hse/2021/networks/