Tutorials on Ising models and Boltzmann machines
Here I compile some introductory materials to Botlzmann machines and Ising models aimed for students.
Botlzmann machines
Ising models
Applications
- Machine learning Ising models to capture phase transitions in real neural networks, paper and video lecture by William Bialek and Thierry Mora.
- Ising Models for Inferring Network Structure From Spike Data, paper and review article by Yasser Roudi, John Hertz, Joanna Tyrcha and Benjamin Dunn.