Transition Probability Matrix (TPM)

该数据集涉及转换概率矩阵，这些矩阵被用于根据集成信息理论（IIT）在意识背景下计算集成信息（Φ）。此外，数据集还包括了使用优先引导的随机搜索算法优化Φ的代码和实验，这些实验将该方法与其他搜索方法进行了比较。该数据集的任务是基于转换概率矩阵估算集成信息（Φ）。

This dataset encompasses transition probability matrices that are employed to compute integrated information (Φ) in the context of consciousness based on the Integrated Information Theory (IIT). Additionally, the dataset contains code and experiments that optimize Φ using a prior-guided random search algorithm, in which the proposed method is compared with other search methods. The core task of this dataset is to estimate integrated information (Φ) based on transition probability matrices.