Logik Kolloquium
The Logik Kolloquium is orginised by Carolin Antos and Salma Kuhlmann.
It takes place about four times per semester on Monday, 15:15–16:45 in Room F426.
Further information or changes will be communicated through the mailing list.
The Colloquium is kindly supported by the Dr. August and Annelies Karst Stiftung.
Semantics for Sub-symbolic Computation
Wann
Montag, 24. April 2023
15:15 bis 0 Uhr
Wo
F426
Veranstaltet von
Vortragende Person/Vortragende Personen:
Levin Hornischer, (LMU München, Munich Center for Mathematical Philosophy)
Despite its success, we are lacking a foundational theory of AI. We want to understand and explain the `sub-symbolic' computation performed by the neural networks that drive this success. For classical `symbolic' computation, this problem was solved by semantics: it mathematically describes the meaning of program code. In this talk, we work towards an analogous semantics for sub-symbolic computation.
Just like classical computation is specified by program code, we take sub-symbolic computation to be specified by dynamical systems. And just like classical computation has a denotational interpretation in terms of domains, we provide an adjunction between dynamical systems and (coalgebras on) domains. The domains are built by observing the systems, and each domain models a system. Finally, just like classical computation also is specified by a program logic which is Stone dual to the denotational semantics, we provide a program logic for systems based on Boolean algebras with operators.
Semantics for Sub-symbolic Computation
Wann
Montag, 24. April 2023
15:15 bis 0 Uhr
Wo
F426
Veranstaltet von
Vortragende Person/Vortragende Personen:
Levin Hornischer, (LMU München, Munich Center for Mathematical Philosophy)
Despite its success, we are lacking a foundational theory of AI. We want to understand and explain the `sub-symbolic' computation performed by the neural networks that drive this success. For classical `symbolic' computation, this problem was solved by semantics: it mathematically describes the meaning of program code. In this talk, we work towards an analogous semantics for sub-symbolic computation.
Just like classical computation is specified by program code, we take sub-symbolic computation to be specified by dynamical systems. And just like classical computation has a denotational interpretation in terms of domains, we provide an adjunction between dynamical systems and (coalgebras on) domains. The domains are built by observing the systems, and each domain models a system. Finally, just like classical computation also is specified by a program logic which is Stone dual to the denotational semantics, we provide a program logic for systems based on Boolean algebras with operators.