efficient function
Bumptrees for Efficient Function, Constraint and Classification Learning
A new class of data structures called "bumptrees" is described. These structures are useful for efficiently implementing a number of neural network related operations. An empirical comparison with radial basis functions is presented on a robot ann mapping learning task. A bumptree is a new geometric data structure which is useful for efficiently learning. They are a natural generalization of several hierarchical geometric data structures including oct-trees.
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.32)
Country:
- North America > United States > New York (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
Country:
- North America > United States > New York (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
Country:
- North America > United States > New York (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)