8 citations · 16 across the 10 of their papers we have counts for
3 papers · 1 filter
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…
A General Close-loop Predictive Coding Framework for Auditory Working Memory
Zhongju Yuan, Geraint Wiggins, Dick Botteldooren
Auditory working memory is essential for various daily activities, such as language acquisition, conversation. It involves the temporary storage and manipulation of information tha…
Oscillatory Hierarchical Reservoirs for Human-like Rhythm Perception and Anticipation
Zhongju Yuan, Geraint Wiggins, Dick Botteldooren
Rhythm is a fundamental aspect of human behaviour, present from infancy and deeply embedded in cultural practices. Rhythm anticipation often occurs before surface event onsets, yet…