94 citations · 163 across the 15 of their papers we have counts for
3 papers · 1 filter
On the role of neurogenesis in overcoming catastrophic forgetting
German I. Parisi, Xu Ji, Stefan Wermter
Lifelong learning capabilities are crucial for artificial autonomous agents operating on real-world data, which is typically non-stationary and temporally correlated. In this work,…
Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration
Jonathan Tong, German I. Parisi, Stefan Wermter +1
When the brain receives input from multiple sensory systems, it is faced with the question of whether it is appropriate to process the inputs in combination, as if they originated…
A self-organizing neural network architecture for learning human-object interactions
Luiza Mici, German I. Parisi, Stefan Wermter
The visual recognition of transitive actions comprising human-object interactions is a key component for artificial systems operating in natural environments. This challenging task…