3 citations · 4 across the 8 of their papers we have counts for
3 papers · 1 filter
A Dynamic Systems Approach to Modelling Human-Machine Rhythm Interaction
Zhongju Yuan, Wannes Van Ransbeeck, Geraint Wiggins +1
In exploring the simulation of human rhythmic perception and synchronization capabilities, this study introduces a computational model inspired by the physical and biological proce…
A novel Reservoir Architecture for Periodic Time Series Prediction
Zhongju Yuan, Geraint Wiggins, Dick Botteldooren
This paper introduces a novel approach to predicting periodic time series using reservoir computing. The model is tailored to deliver precise forecasts of rhythms, a crucial aspect…
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…