Paper Info
Title
Biologically inspired feature creation for multi-sensory perception.
Abstract
Automatic feature creation is a powerful tool for identifying and reaching goals in the natural world. This paper describes in detail a biologically-inspired method of feature creation that can be applied to sensory information of any modality. The algorithm is incremental and on-line; it enforces sparseness in the features it creates; and it can form features from other features, making a hierarchical feature set. Here it demonstrates the creation of both visual and auditory features.
Year
DOI
Venue
2011
10.3233/978-1-60750-959-2-305
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 2011
Keywords
Field
DocType
feature creation,unsupervised learning,perception,abstraction,vision processing,sensor fusion
Cognitive science,Computer science,Perception
Conference
Volume
ISSN
Citations 
233
0922-6389
4
PageRank 
References 
Authors
0.50
5
1
Name
Order
Citations
PageRank
Brandon Rohrer1608.93