Seminarium Fizyki Jądra Atomowego
sala 1.01, ul. Pasteura 5
2024-12-05 (10:15) 
dr hab. Marcin Wolter (IFJ PAN)
From Perceptrons to Deep Learning: Nobel Prize for Hopfield and Hinton
Seminar presents the contributions of John Hopfield and Geoffrey Hinton to machine learning, leading to their Nobel Prize win in 2024. The neural network evolution from Rosenblatt's perceptron to deep learning is shown, highlighting milestones like Hopfield networks, backpropagation, and Boltzmann machines.
Seminar includes practical examples of few Machine Learning algorithms, which led to the Nobel Prize in 2024. Slides are prepared in the form of executable iPython notebook and will be available at:
https://github.com/marcinwolter/Seminars/blob/main/Seminarium_2024_12_05.ipynb
*You are encouraged to bring your laptops!*
Seminar includes practical examples of few Machine Learning algorithms, which led to the Nobel Prize in 2024. Slides are prepared in the form of executable iPython notebook and will be available at:
https://github.com/marcinwolter/Seminars/blob/main/Seminarium_2024_12_05.ipynb
*You are encouraged to bring your laptops!*