68 search results - page 2 / 14 » The Consolidation of Neural Network Task Knowledge |
IDEAL
2005
Springer
13 years 11 months ago
2005
Springer
Artificial neural networks play an important role for pattern recognition tasks. However, due to poor comprehensibility of the learned network, and the inability to represent expl...
IJCNN
2008
IEEE
14 years 6 days ago
2008
IEEE
─Humans have a drive to maximize knowledge of the world, yet decision making data also suggest a contrary drive to minimize cognitive effort using simplifying heuristics. The tra...
AAAI
2006
13 years 7 months ago
2006
Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...
IJCAI
1989
13 years 7 months ago
1989
This paper describes an approach to robotic control that is patterned after models of human skill acquisition. The intent is to develop robots capable of learning how to accomplis...
IJCNN
2000
IEEE
13 years 10 months ago
2000
IEEE
KBCC is an extension of the cascade-correlation algorithm that treats functions encapsulating prior knowledge as black-boxes which, like simple sigmoidal neurons, can be recruited...