Expose de Frederik Mallmann-Treen

mardi 17 septembre 2024

Frederik Mallmann-Treen, Senior lecturer in the department of informatics, King's College London, will give a talk on Tuesday 17 September 2024 at 2 pm at Inria in the Euler Violet (visioconference) Room.

The presentation entitled « Learning Hierarchically-Structured Concepts in Spiking Neural Networks »

Abstract :

How does the brain learn concepts that are based on other concepts? How does the brain recognizes a girl with a mandolin in the Picasso painting with the same name? In this talk we’ll explore how hierarchically-structured data can be represented, learned, and recognized in feed-forward layered Spiking Neural Networks. Specifically, we provide formal definitions for concept hierarchies and layered neural networks.