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27 Jun 2024: Professor Ioannis Kontoyiannis. Professor Kontoyiannis works in information theory, applied probability, and statistics, including their applications in neuroscience, bioinformatics, and the development of machine learning algorithms.

6 Oct 2022: Frontiers in Neuroscience 12: 861, 2018. P. Loh and X. Tan.

26 May 2023: His research interests include information theory, applied probability, and statistics, along with their applications in neuroscience, bioinformatics, and the development of machine learning algorithms.

3 Oct 2023: Frontiers in Neuroscience 12: 861. 4. Pydi, M., Jog, V., and Loh, P.

5 Jun 2020: Dept. of Neuroscience. Brown University, Providence, RI 02912elie@dam.brown.edu. 1 Introduction. ... of Neuroscience,19(18):8083–8093, 1999. [5] L. Paninski. Estimation of entropy and mutual infor-mation.

5 Jun 2020: The concept and the term synergy as defined here areborrowed from the neuroscience literature; see, e.g., [8]. ... II Berry. Synergy, redundancy,and independence in population codes. Journal of Neuroscience,23(37):11539–11553, 2003.

2 Apr 2023: Dept. of Neuroscience. Brown University, Providence, RI 02912elie@dam.brown.edu. Abstract. We consider two entropy estimators based on the Lempel-Ziv data com-pression algorithm, and we study their theoretical ... 1 Introduction. Information-theoretic

17 May 2024: BROWN UNIVERSITY Sept. 2002 – July 2007Visiting Research Associate, Department of Neuroscience.

5 Jun 2020: fields that are not so close to communication theory, for instance biol-ogy, as a prominent example, or neuroscience. ... The near simultaneous appearance of special issues on “Information Theory in neuroscience” in our Transactions and in the

5 Jun 2020: and Department of Neuroscience, Brown University, Providence,RI 02912, USAE-Mails: YGao@knight.com; yiannis@aueb.gr; elie@dam.brown.edu? ... Information-theoretic methods have been particularly widely used in neuroscience, in a broad effort toanalyze and