2 papers
cs.LG2025
BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics
Zhongju Yuan, Geraint Wiggins, Dick Botteldooren
Today's deep learning architectures are primarily based on perceptron models, which do not capture the oscillatory dynamics characteristic of biological neurons. Although oscillato…
cs.AI2024
Towards a Formal Creativity Theory: Preliminary results in Novelty and Transformativeness
Luís Espírito Santo, Geraint Wiggins, Amílcar Cardoso
Formalizing creativity-related concepts has been a long-term goal of Computational Creativity. To the same end, we explore Formal Learning Theory in the context of creativity. We p…