222 search results - page 19 / 45 » Synergy in a Neural Code |
ESANN
2006
13 years 9 months ago
2006
We investigate when sparse coding of sensory inputs can improve performance in a classification task. For this purpose, we use a standard data set, the MNIST database of handwritte...
ENGL
2007
13 years 7 months ago
2007
This research introduces a general class of functions serving as generalized neuron models to be used in artiļ¬cial neural networks. They are cast in the common framework of comp...
NC
2007
13 years 7 months ago
2007
Sorting of the extracellularly recorded spikes is a basic prerequisite for analysis of the cooperative neural behavior and neural code. Fundamentally the sorting performance is deļ...
ESANN
2006
13 years 9 months ago
2006
Abstract. A convolutional network architecture termed sparse convolutional neural network (SCNN) is proposed and tested on a real-world classification task (car classification). In...
ESANN
2003
13 years 9 months ago
2003
This paper presents our approach to the rule extraction problem from trained neural network. A method called REX is briefly described. REX acquires a set of fuzzy rules using an ev...