Summary
International Symposium on Nonlinear Theory and Its Applications
2015
Session Number:B4L-B
Session:
Number:B4L-B-2
One-to-Many Association Ability of Chaotic Quaternionic Multidirectional Associative Memory --- Relation Between Damping Factors and One-to-Many Association Ability ---
Hayato Kawano, Yuko Osana,
pp.676-679
Publication Date:2015/12/1
Online ISSN:2188-5079
Summary:
The association ability of associative memories composed of chaotic neuron models or chaotic neuron-based models such as chaotic complex-valued neuron model and chaotic quaternionic neuron model are very sensitive to chaotic neuron parameters such as scaling factor of refractoriness $ﾂalpha$, damping factor(km and kr) and so on. In this paper, we investigate the relation between the damping factors (km and kr) and one-to-many association ability of the Chaotic Quaternionic Multidirectional Associative Memory (CQMAM). The CQMAM is based on the Multidirectional Associative Memory and composed of quarter-nionic neurons and chaotic quaternionic neurons, and it can realize one-to-many associations of M-tuple multi-valued patterns.