Sumários

Exercises with SVMs

9 Março 2020, 18:30 • Luís Miguel Parreira e Correia

Exercises with SVMs

Kernels and SVMs

9 Março 2020, 16:30 • Luís Miguel Parreira e Correia

Kernels; kernel trick
Support Vector Machines - with noiseless datasets

Please check the information about the new course organisation to comply with the restrictions announced bu ULisboa to face the covid-19.

Use this forum at will to discuss matters regarding the course - doubts, suggestions, schedule of a videoconf session (if several students are interested), etc.

Let's try to overcome this situation as smoothly as possible.

Saudações académicas

LC

Besides perceptrons - exercises

2 Março 2020, 18:30 • Luís Miguel Parreira e Correia

Exercises on SOMs, with SOMPy
Exercises on Hopfield networks, with NeuPy

Besides perceptrons

2 Março 2020, 16:30 • Luís Miguel Parreira e Correia

Self organising maps - Kohonen maps
Neurodynamic - Hopfield networks

1st TP

17 Fevereiro 2020, 18:30 • Luís Miguel Parreira e Correia

Exercise with the multi-layer perceptron and the backpropagation learning algorithm