Sumários
Exercises with complex nets
23 Novembro 2023, 15:00 • Luís Miguel Parreira e Correia
Exercise with small-world networks
Exercise with scale-free networks
Complex networks
23 Novembro 2023, 13:00 • Luís Miguel Parreira e Correia
Introduction to complex networks
Centrality metrics
Small-world and scale-free networks
Application examples
Exercises with neural nets
16 Novembro 2023, 16:30 • Nuno Cruz Garcia
Exercise with Hopfiled networks
Exercise with SOM
Exercise with Tensorflow Playground
Exercises with neural nets
16 Novembro 2023, 15:00 • Luís Miguel Parreira e Correia
Exercise with Hopfiled networks
Exercise with SOM
Exercise with Tensorflow Playground
Neural networks
16 Novembro 2023, 13:00 • Luís Miguel Parreira e Correia
Neural Networks: Self-Organised Maps; Hopfield networks; Simple and Multi-layer perceptrons