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Machine Learning: from mammal’s brain to statistichal mechanics

Elena Agliari (Roma Univ.)

16 Maggio @ 18:00 - 19:00

In the first part of the colloquium I will provide a gentle introduction to neural networks from a statistical-mechanics perspective. In this framework, a bridge between biologically-inspired models and artificial models is highlighted and leveraged to improve our comprehension and mathematical control on these systems. In the second part, I will show that consolidation and remotion mechanisms occurring in mammal’s brain during sleep can be recast into suitable machine-learning parameters and the hierarchical organisation of memories in the brain inspires a hierarchical architecture of layers in deep neural networks.


16 Maggio
18:00 - 19:00
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Aula Salvini