The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks.
Guglielmo MontoneJ. Kevin O'ReganAlexander V. TerekhovPublished in: CoCo@NIPS (2015)
Keyphrases
- neural network
- learning systems
- knowledge acquisition
- knowledge base
- pattern recognition
- learning algorithm
- background knowledge
- error back propagation
- knowledge transfer
- learning process
- prior knowledge
- multi layer
- fuzzy logic
- procedural knowledge
- learning content
- concept maps
- human experts
- cascade correlation
- domain knowledge
- active learning
- reinforcement learning
- unsupervised learning
- solving problems
- machine learning
- decision trees
- acquire knowledge
- learned knowledge
- effective learning
- past experience
- subject matter
- inductive inference
- artificial neural networks
- learning objects
- knowledge sources
- online learning