scholarly journals Analytic solution of attractor neural networks on scale-free graphs

2004 ◽  
Vol 37 (37) ◽  
pp. 8789-8799 ◽  
Author(s):  
I Pérez Castillo ◽  
B Wemmenhove ◽  
J P L Hatchett ◽  
A C C Coolen ◽  
N S Skantzos ◽  
...  
Keyword(s):  
Neural Networks ◽  
Analytic Solution ◽  
Scale Free ◽  
Scale Free Graphs

scholarly journals An Efficient Method of Generating Deterministic Small-World and Scale-Free Graphs for Simulating Real-World Networks

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 59833-59842 ◽  
Author(s):  
Wenchao Jiang ◽  
Yinhu Zhai ◽  
Zhigang Zhuang ◽  
Paul Martin ◽  
Zhiming Zhao ◽  
...  
Keyword(s):  
Efficient Method ◽  
Real World ◽  
Small World ◽  
Scale Free ◽  
Scale Free Graphs

scholarly journals Condition numbers and scale free graphs

2006 ◽  
Vol 53 (3) ◽  
pp. 381-385 ◽  
Author(s):  
G. Acosta ◽  
M. Graña ◽  
J. P. Pinasco
Keyword(s):  
Condition Numbers ◽  
Scale Free ◽  
Scale Free Graphs

Spontaneous scale-free structure of spike flow graphs in recurrent neural networks

2008 ◽  
Vol 21 (10) ◽  
pp. 1530-1536 ◽  
Author(s):  
Filip Piȩkniewski ◽  
Tomasz Schreiber
Keyword(s):  
Neural Networks ◽  
Recurrent Neural Networks ◽  
Scale Free ◽  
Flow Graphs

SYNCHRONIZATION IN AN ARRAY OF NONLINEARLY COUPLED CHAOTIC NEURAL NETWORKS WITH DELAY COUPLING

2008 ◽  
Vol 18 (10) ◽  
pp. 3101-3111 ◽  
Author(s):  
JIANQUAN LU ◽  
DANIEL W. C. HO ◽  
JINDE CAO
Keyword(s):  
Neural Networks ◽  
Nearest Neighbor ◽  
Chaotic Neural Networks ◽  
Scale Free ◽  
Dynamical Network ◽  
Feedback Strength ◽  
Control Scheme ◽  
Special Cases ◽  
General Complex ◽  
Free Network

A general complex dynamical network consisting of N nonlinearly coupled identical chaotic neural networks with coupling delays is firstly formulated. Many studied models with coupling systems are special cases of this model. Synchronization in such dynamical network is considered. Based on the Lyapunov–Krasovskii stability theorem, some simple controllers with updated feedback strength are introduced to make the network synchronized. The update gain γi can be properly chosen to make some important nodes synchronized quicker or slower than the rest. Two examples including nearest-neighbor coupled networks and scale-free network are given to verify the validity and effectiveness of the proposed control scheme.

scholarly journals Analytic solution of a static scale-free network model

2005 ◽  
Vol 44 (2) ◽  
pp. 241-248 ◽  
Author(s):  
M. Catanzaro ◽  
R. Pastor-Satorras
Keyword(s):  
Network Model ◽  
Analytic Solution ◽  
Scale Free Network ◽  
Scale Free ◽  
Free Network

Random removal of edges from scale free graphs

2006 ◽  
Vol 371 (2) ◽  
pp. 870-876 ◽  
Author(s):  
S. Martin ◽  
R.D. Carr ◽  
J.-L. Faulon
Keyword(s):  
Scale Free ◽  
Scale Free Graphs ◽  
Random Removal

Scale-free graphs of increasing degree

2010 ◽  
Vol 38 (4) ◽  
pp. 396-421 ◽  
Author(s):  
Colin Cooper ◽  
Paweł Prałat
Keyword(s):  
Scale Free ◽  
Scale Free Graphs
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