Deep learning has recently gained immense popularity in the Earth scienc...
According to cognitive psychology and related disciplines, the developme...
Humans can make predictions on various time scales and hierarchical leve...
To effectively perceive and process observations in our environment, fea...
Our brain can almost effortlessly decompose visual data streams into
bac...
Flexible, goal-directed behavior is a fundamental aspect of human life. ...
We introduce a compositional physics-aware neural network (FINN) for lea...
A common approach to prediction and planning in partially observable dom...
A critical challenge for any intelligent system is to infer structure fr...
Data-driven modeling of spatiotemporal physical processes with general d...
Cognitive Psychology and related disciplines have identified several cri...
The ability to flexibly bind features into coherent wholes from differen...
Knowledge of the hidden factors that determine particular system dynamic...
The novel DISTributed Artificial neural Network Architecture (DISTANA) i...
Our brain receives a dynamically changing stream of sensorimotor data. Y...
Recent research in the field of spiking neural networks (SNNs) has shown...
When comparing human with artificial intelligence, one major difference ...
We introduce a distributed spatio-temporal artificial neural network
arc...
Voluntary behavior of humans appears to be composed of small, elementary...
We introduce a dynamic artificial neural network-based (ANN) adaptive
in...