Adachi-Like Chaotic Neural Networks Requiring Linear-Time Computations by Enforcing a Tree-Shaped Topology

The Adachi neural network (AdNN) is a fascinating neural network (NN) which has been shown to possess chaotic properties, and to also demonstrate associative memory (AM) and pattern recognition (PR) characteristics. Variants of the AdNN have also been used to obtain other PR phenomena, and even blur...

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Bibliographic Details
Published in:	IEEE transactions on neural networks Vol. 20; no. 11; pp. 1797 - 1809
Main Authors:	Ke Qin, Oommen, B.J.
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.11.2009 Institute of Electrical and Electronics Engineers
Subjects:	Adachi neural network (AdNN) Algorithms Applied sciences Artificial Intelligence Associative memory Cellular neural networks Chaos Chaos theory chaotic neural networks (CNNs) chaotic pattern recognition (PR) Computation Computer networks Computer science Computer science; control theory; systems Computer Simulation Connectionism. Neural networks Exact sciences and technology Graphs Linear Models Mathematical analysis Mathematical Computing Network topology Neural networks Neural Networks (Computer) Nonlinear Dynamics Pattern recognition Pattern Recognition, Automated - methods Time Factors Tree graphs Trees Chaos Input output Gradient blurring image chaotic neural networks (CNNs) Connected graph Linear time Pattern recognition Neural network Topology chaotic pattern recognition (PR) Weighted graph Search algorithm Adachi neural network (AdNN) Associative memory Spanning tree
ISSN:	1045-9227, 1941-0093, 1941-0093
Online Access:	Get full text
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