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» Associative memory of connectivity patterns
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94
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NN
2007
Springer
15 years 3 months ago
Chaotic pattern transitions in pulse neural networks
In models of associative memory composed of pulse neurons, chaotic pattern transitions where the pattern retrieved by the network changes chaotically were found. The network is co...
Takashi Kanamaru
94
Voted
ESANN
2007
15 years 5 months ago
Sparsely-connected associative memory models with displaced connectivity
Abstract. Our work is concerned with finding optimum connection strategies in highperformance associative memory models. Taking inspiration from axonal branching in biological neur...
Lee Calcraft, Rod Adams, Neil Davey
121
Voted
CONNECTION
2004
92views more  CONNECTION 2004»
15 years 3 months ago
High capacity associative memories and connection constraints
: 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...
Neil Davey, Rod Adams
135
Voted
NCA
2011
IEEE
14 years 10 months ago
The effect of weight fault on associative networks
In the past three decades, the properties of associative networks has been extensively investigated. However, most existing results focus on the fault-free networks only. In implem...
Andrew Chi-Sing Leung, Pui-Fai Sum, Kevin Ho
215
Voted
BCEC
1997
15 years 5 months ago
Attractor Network Models of Cortical Associative Memory
Attractor network models of cortical associative memory functions have developed considerably over the past few years. Here we show that we can improve them further, in terms of c...
Anders Lansner, Erik Fransén