Con preghiera di diffusione, si avvisa che giovedì 6 febbraio 2025, alle ore 10:00, presso la sala Pentagonale dell'Area della Ricerca 1 del CNR di Milano in via A. Corti 12, il *dott. Flavio Piccoli *e il *dott. Claudio Rota*,  Università degli Studi di Milano-Bicocca, terranno un seminario dal titolo *FOUNDATION OF DEEP LEARNING AND ITS APPLICATIONS* * * *Abstract* Deep learning has revolutionized artificial intelligence, enabling machines to perform tasks once considered exclusive to human intelligence. This seminar offers a comprehensive introduction to deep learning, emphasizing its foundational principles and practical applications in image analysis. The architectures and functionalities of neural  networks, including convolutional neural networks (CNNs), are examined in detail. Key principles and strategies for designing robust neural networks are discussed, with a focus on architectural choices, activation functions, and loss function selection. Participants will gain valuable insights into developing models that achieve high performance and generalization. The seminar also includes illustrative examples and case studies to demonstrate real-world applications. * * Gli interessati potranno partecipare al *seminario anche da remoto* utilizzando il seguente link*: * https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2M5MjU3ZTQtODVlNC00Y... *