Olle Torstensson

PhD student

Formal languages and neural networks

Formal languages and neural networks

I'm investigating the properties and expressive power of neural network architectures.

I do research in the intersection of formal language theory and natural language processing (NLP). In particular, I'm investigating the properties and expressive power of neural network architectures by relating them to discrete computing devices, such as finite automata. A question of interest to me is how these properties can be studied through the modular structure of the network, i.e., how they are affected by the interplay among individual components.

In general, any application of logic or formal methods to NLP will grab my attention.

Publications

2023

Olle Torstensson, Tjark Weber (2023) Hammering Floating-Point Arithmetic FRONTIERS OF COMBINING SYSTEMS, FROCOS 2023, p. 217-235 Continue to DOI

About the division

Colleagues at AIICS

About the department