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Regular version of the site

International Laboratory of Algebraic Topology and Its Applications

Publications
Book
Advances in Neural Computation, Machine Learning, and Cognitive Research VII

Magaj G., Soroka A. A.

Vol. 1120. Studies in Computational Intelligence, 2023.

Article
ICML 2023 Topological Deep Learning Challenge: Design and Results

Magaj G.

Proceedings of Machine Learning Research. 2023. Vol. 221. No. 3. P. 1-6.

Book chapter
Estimating the Transfer Learning Ability of a Deep Neural Networks by Means of Representations

Magai German, Soroka A.

In bk.: Advances in Neural Computation, Machine Learning, and Cognitive Research VII. Vol. 1120. Studies in Computational Intelligence, 2023.

Working paper
Fast gradient-free activation maximization for neurons in spiking neural networks

Pospelov N., Chertkov A., Beketov M. et al.

arxiv Neural and Evolutionary Computing. arxiv:cs.NE. Cornell University, 2023

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International Laboratory of Algebraic Topology and its Applications (ATA) is created at the Faculty of Computer Sciences of HSE in January 2020. ATA-Lab continues and extends the scientific activity of Laboratory of Applied Geometry and Topology which existed in 2019, as a substructure of Big Data and Information Retrieval School.


Illustration for news: ‘We Managed to Bring Together Specialists in AI, Pure Mathematics, and Neurobiology’

‘We Managed to Bring Together Specialists in AI, Pure Mathematics, and Neurobiology’

In early September, the HSE University Faculty of Computer Science hosted the international conference Computer Methods of Cognitome Analysis. The event was organised by the International Laboratory of Algebraic Topology and Its Applications at the faculty.

Illustration for news: HSE Launches New International Laboratories

HSE Launches New International Laboratories

For ten years now, HSE has been holding an annual grant competition for researchers who wish to start new international laboratories at HSE in collaboration with leading foreign scholars and scientists. The most recent competition reached its conclusion this past November, and now some of the selected proposed labs have already begun operation. Who are the competition winners and what kind of research will they be doing?