71 search results - page 1 / 15 » High capacity associative memories and connection constraint... |
CONNECTION
2004
13 years 4 months ago
2004
: High capacity associative neural networks can be built from networks of perceptrons, trained using simple perceptron training. Such networks perform much better than those traine...
CONNECTION
2006
13 years 4 months ago
2006
Models of associative memory usually have full connectivity or if diluted, random symmetric connectivity. In contrast, biological neural systems have predominantly local, non-symm...
CONNECTION
2007
13 years 4 months ago
2007
In physical implementations of associative memory, wiring costs play a significant role in shaping patterns of connectivity. In this study of sparsely-connected associative memory...
NIPS
2003
13 years 6 months ago
2003
A balanced network leads to contradictory constraints on memory models, as exemplified in previous work on accommodation of synfire chains. Here we show that these constraints can...
ICANN
1997
Springer
13 years 8 months ago
1997
Springer
Abstract. The recurrent associative memory networks with complexvalued Hebbian matrices of connections are designed from interacting limitcycle oscillators. These oscillatory netwo...