30 search results - page 1 / 6 » Sparsely-connected associative memory models with displaced ... |
ESANN
2007
13 years 6 months ago
2007
Abstract. Our work is concerned with finding optimum connection strategies in highperformance associative memory models. Taking inspiration from axonal branching in biological neur...
IEEEICCI
2006
IEEE
13 years 10 months ago
2006
IEEE
This paper investigates possible connection strategies in sparsely connected associative memory models. This is interesting because real neural networks must have both efficient p...
ESANN
2008
13 years 6 months ago
2008
We test a selection of associative memory models built with different connection strategies, exploring the relationship between the structural properties of each network and its pa...
ICMLA
2010
13 years 2 months ago
2010
How can we get such reliable behavior from the mind when the brain is made up of such unreliable elements as neurons? We propose that the answer is related to the emergence of stab...
ISNN
2007
Springer
13 years 10 months ago
2007
Springer
This paper investigates a mechanism for reliable generation of sparse code in a sparsely connected, hierarchical, learning memory. Activity reduction is accomplished with local com...