Talks
International conferences
2023 Information cohomology, higher-order statistical interactions, complexity and deep networks. Institute od Adavanced Studies Amsterdam (residence)– DIEP institute. June 2023. Link PDF
2022 Baudot P., Voyton C., Francis D., Baili-Laya A., Bobin V., Renoust B., Liu Y., Iannessi A., Huet B. Development and Validation of a Machine Learning Based CADx Designed to Improve Patient Management in Lung Cancer Screening Programs. European Society of Radiology . ECR Vienna 2022. Link
2021 Probabilistic, informational and topological methods in Machine Learning. AIBM, Sikar, India PDF
2021 Information is topology. Topological data analysis and information theory. Institute of Advanced Study (IAS), Amsterdam. VIDEO PDF
2021 Information Topology and High dimensional Statistics structures: mathematical foundations of probability, information and deep learning. Workshop Energy and entropy measures in neural systems. EITN Paris, France VIDEO
2020 Information topology, consciousness quantification and deep neural network generalization. New Geometric Methods in Neuroscience - Fields Institute, Toronto Canada PDF Abstracts
2019 Cohomological characterization of Information and Higher Order Statistical Structures - Machine Learning and Statistical Physic Aspects. Higher Order Connectivity and Correlations in Complex Systems - CSH Vienna, Austria , PDF Abstracts
2019 Topological and Informational methods for AI. AI Summit 2019 Sophia-Antipolis PDF Abstracts
2019 Information cohomology and probabilistic topos for consciousness modeling: from elementary perception to machine learning. Models of Consciousness - Oxford University PDF VIDEO Abstracts
2019 Information cohomology and Topological Information Data Analysis. Cohomology in algebra, geometry, physics and statistics, Prague, Institute of Mathematic of the Czech academi of Science. PDF
2018 Pattern Recognition, Gestalt and Qualitative aspects of cognition: an information topology perspective. Cognitive Neuroscience 2018, Warsaw, Poland. PDF
2018 Information cohomological structures: unraveling the combinatorial and physical complexity of cell identity and transcriptome. Entropy 2018: From Physics to Information Sciences and Geometry, Barcelona, Spain 11-16 May SLIDES-PDF
2017 Information Topology: Statistical Physic of Complex Systems and Data Analysis -Topological and geometrical structures of information, CIRM LuminyFrance. 27-1 sept VIDEO-SLIDE
2016 Topological structures of information, theory, perspectives and applications to biological data and biological models. 14th-21st May, 2016. BigDataLifeScience 2016. Big Data Mathematical and Statistical Tools for Life Science, Amirkabir University of Teheran, Tehran, Iran.
2015 Information Topology, a mathematical theory of Complex Systems and data. CS-DC’15 Complex Systems Digital Campus, e-Conference on Complex Systems. 1st oct. 2015 Slides & video.
2014 Information topology. 3rd International Symposium On Complex Dynamical Systems and Applications 10-12 March, 2014. Indian Statistical Institute, Kolkata, India.
2012 Information Topology. Random models in Neuroscience, 2-7th july Université Paris VI, France. PDF
2009 Perceptive Localisation and spatialisation of cortical informations. Interdisciplinary school on Biology. Berder, France. Slides.
2009 Negation, differenciation and irreversibility. Conférence Institut Henri Poincaré on negation, Paris, France. PDF.
2007 Nature is the code: Low noise and redundancy reduction in V1. Computational Neuroscience Days. Gif-sur-Yvette, France.
2006 Natural computation: reliable and efficient dissipation in V1. Math and Brain Days, Institut de Mathématiques de Jussieu, France.
2003 From simple structural invariants of receptive fields to complex functions of the primary visual cortex: what noise murmurs? Math and Brain Days, Institut Mathématique de Jussieu, France.
Seminars
2022 Perspectives and Challenges in High-Order Interactions in Complex Systems. Institute of Advanced Study Amsterdam. Link
2022 iBiopsy: Dépistage du cancer du poumon : Un logiciel de diagnostic par IA pour améliorer les soins aux patients à grande échelle. MOMI2022: Le Monde des Mathematiques Industrielles INRIA (with B. Huet).
2021 Statistical structures learning using information topology. SONY lab CSL, Paris, PDF
2021 Cohomological characterization of Information and Higher Order Statistical Structures - Machine Learning and Statistical Physics Aspects. Applied Algebraic Topology Research Network . PDF VIDEO
2019 Information topological analysis, statistical structures of complex data. Data Science Meetup - Nice Sophia - Learning Center. 30 Jan. PDF
2018 Information topology, topological data analysis, statistical physic of complex systems. INT-node "Brain Networks" - Workshop "Information Theory in the brain" - 24th May Marseille. SLIDES-PDF
2017 Théorie de l'information et application à la recherche de profil d'expression des gènes. Machine Learning Aix-Marseille. 21 sept.
2017 Topological structures of Information and probability: theory and applications séminaire de statistique UMR Mathématiques et Informatique Appliquées INRA-Agro-ParisTech. Paris 20th february 2017.
2016 Information, homology and applications. Laboratoire de Mathématique, Institut Fourier. GRenoble, France.9th March 2016.
2015 Topology and perception – Mathematics of cognitive science. X-SHS. E.Polythechnique. Paris, France. 27th oct. 2015. VIDEO SLIDES.
2015 Information Topology: neural dynamics and adaptation. Laboratoire d'Imagerie Fonctionnelle. Faculté Pierre et Marie Curie - Site Pitié-Salpétrière, Paris, France. 16 March, 2015.
2013 Information topology. Laboratoire de Mathématiques de Bretagne Atlantique. Université de Bretagne - Brest, France. 20 March 2013.
2013 Information topology. Laboratoire d’imagerie fonctionnelle. Faculté de Médecine Pierre et Marie Curie - Site Pitié-Salpétrière, Paris, France. 15 febr. 2013.
2012 Applications of Probability and Information theory to neuroscience data and models. IFR Jean Roche. Neurobiologie des Canaux Ioniques. Marseille, France. 1st october 2012
2012 On some relations between Information theory, cohomology and perception. Computational Neuroscience Group – Pompeu Fabra University- Barcelona, Spain.
2012 Information cohomology: some possible insights into brain's logic? Logic and Category seminar Équipe de Logique de l’Université Paris VII, Paris, France.
2011 On some relations between Information theory, cohomology and perception. Neuromathematic and models of perception. Institut Henri Poincaré, Paris, France. PDF-SLIDES
2011 Toward a mathematical and physical theory of information and perception. Computational Neurobiology Laboratory, Salk Institute, San Diego, USA. SLIDES
2010 Adaptation and information. Neuromathematic and models of perception, Institut Henri Poincaré, Paris, France.
2008 Sensory dissipation. CRNH INSERM. Nantes, France.
2007 Nature is the code. Odyssée - NeuroMathComp lab, INRIA, Sophia Antipolis, France.
2007 Nature is the code: reliable-efficient dissipation and eye-movement processing in V1. Bernstein Seminar Bernstein Center for computational neuroscience Frieburg, Germany.
2006 Much ado about nothing: effects of visual stimulation statistics on neural coding. ACI-NIM Collège de France - Paris- France.