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1742-5468_abb233.pdf | 268.69 kB | Adobe PDF | 見る/開く |
タイトル: | Mutual information in coupled double quantum dots |
著者: | Tanabe, Katsuaki |
著者名の別形: | 田辺, 克明 |
キーワード: | statistical mechanics thermodynamics information entropy consciousness integrated information Kullback-Leibler divergence mutual information bipartite system quantum dot |
発行日: | Sep-2020 |
出版者: | IOP Publishing Ltd |
誌名: | Journal of Statistical Mechanics: Theory and Experiment |
巻: | 2020 |
論文番号: | abb233 |
抄録: | The integrated information theory is thought to be a key clue towards the theoretical understanding of consciousness. In this study, we propose a simple numerical model comprising a set of coupled double quantum dots, where the disconnection of the elements is represented by the removal of Coulomb interaction between the quantum dots, for the quantitative investigation of integrated information. As a measure of integrated information, we calculate the mutual information in the model system, as the Kullback–Leibler divergence between the connected and disconnected status, through the probability distribution of the electronic states from the master transition-rate equations. We reasonably demonstrate that the increase in the strength of interaction between the quantum dots leads to higher mutual information, owing to the larger divergence in the probability distributions of the electronic states. Our model setup could be a useful basic tool for numerical analyses in the field of integrated information theory. |
著作権等: | This is the Accepted Manuscript version of an article accepted for publication in Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing Ltd is not responsible for any errors or omissions in this version of the manuscript or any version derived from it. The Version of Record is available online at https://doi.org/10.1088/1742-5468/abb233. The full-text file will be made open to the public on 28 September 2021 in accordance with publisher's 'Terms and Conditions for Self-Archiving'. This is not the published version. Please cite only the published version. この論文は出版社版でありません。引用の際には出版社版をご確認ご利用ください。 |
URI: | http://hdl.handle.net/2433/276379 |
DOI(出版社版): | 10.1088/1742-5468/abb233 |
出現コレクション: | 学術雑誌掲載論文等 |
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