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IJON
2007
114views more  IJON 2007»
13 years 7 months ago
A cell assembly model for complex behaviour
Hebbian cell assemblies have been proposed as a model for cortical processing able to bridge between physiology and psychology. Assembly-based theories focused mainly on represent...
Thomas Wennekers
NPL
2006
115views more  NPL 2006»
13 years 7 months ago
An RCE-based Associative Memory with Application to Human Face Recognition
In this paper we construct an associative memory model based on the restricted Coulomb energy (RCE) network. We propose a simple architecture and training algorithm for this RCE-b...
Xiaoyan Mu, Mehmet Artiklar, Paul Watta, Mohamad H...
ISCAS
2005
IEEE
97views Hardware» more  ISCAS 2005»
14 years 1 months ago
Two-level decoupled Hamming network for associative memory under noisy environment
— Compared with a single level Hamming associative memory, a simple model based on uniform random noise analysis has proved a twolevel decoupled Hamming network to be an efficie...
Liang Chen, Naoyuki Tokuda, Akira Nagai
ICONIP
2007
13 years 9 months ago
Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise
Abstract. In neural networks, network faults can be exhibited in different forms, such as node fault and weight fault. One kind of weight faults is due to the hardware or software ...
Chi-Sing Leung, Pui-Fai Sum, Tien-Tsin Wong
BC
1999
81views more  BC 1999»
13 years 7 months ago
Error tolerant associative memory
Abstract-- This paper surveys two advanced associative memory models[8][5]. The first model was derived from the projection on a closed convex set spanned by patterns. The second m...
Cheng-Yuan Liou, Shao-Kuo Yuan