41 citations · 189 across the 29 of their papers we have counts for
3 papers · 1 filter
Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives
Junpei Zhong, Angelo Cangelosi, Stefan Wermter
The acquisition of symbolic and linguistic representations of sensorimotor behavior is a cognitive process performed by an agent when it is executing and/or observing own and other…
Where is my forearm? Clustering of body parts from simultaneous tactile and linguistic input using sequential mapping
Karla Stepanova, Matej Hoffmann, Zdenek Straka +3
Humans and animals are constantly exposed to a continuous stream of sensory information from different modalities. At the same time, they form more compressed representations like…
Toward Abstraction from Multi-modal Data: Empirical Studies on Multiple Time-scale Recurrent Models
Junpei Zhong, Angelo Cangelosi, Tetsuya Ogata
The abstraction tasks are challenging for multi- modal sequences as they require a deeper semantic understanding and a novel text generation for the data. Although the recurrent ne…