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Embark on a journey into the neural landscape where fires ignite, spread, and reveal the secrets of connectivity. This groundbreaking exploration introduces “NeuroBurning,” a novel approach that computes the burning number for Harary graphs, unraveling the minimum activation needed to set the entire neural network ablaze. From controlling disease spread to optimizing brain stimulation, this study delves into the computation of the burning number and its captivating applications in understanding the intricate web of connections within the brain. In this study, we have calculated the burning number for Harary graphs and explored the dynamics of neural connectivity by examining this concept within the framework of Harary graphs. Additionally, we have determined the burning number for pencil graphs.

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Burning Neural Networks with Harary Graphs for Optimal Connectivity Control

  • 会议论文

  • 发表日期：

    2025年

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  • R. Sundara Rajan,
  • V. Kamala Kannan,
  • M. Navaneetan

摘要

Embark on a journey into the neural landscape where fires ignite, spread, and reveal the secrets of connectivity. This groundbreaking exploration introduces “NeuroBurning,” a novel approach that computes the burning number for Harary graphs, unraveling the minimum activation needed to set the entire neural network ablaze. From controlling disease spread to optimizing brain stimulation, this study delves into the computation of the burning number and its captivating applications in understanding the intricate web of connections within the brain. In this study, we have calculated the burning number for Harary graphs and explored the dynamics of neural connectivity by examining this concept within the framework of Harary graphs. Additionally, we have determined the burning number for pencil graphs.