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» On Generalization by Neural Networks
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IWANN
2009
Springer
15 years 10 months ago
Development of Neural Network Structure with Biological Mechanisms
We present an evolving neural network model in which synapses appear and disappear stochastically according to bio-inspired probabilities. These are in general nonlinear functions ...
Samuel Johnson, Joaquín Marro, Jorge F. Mej...
276
Voted

Book
803views
17 years 1 months ago
Introduction to Neural Networks for Java
This book covers several topics such as: overview of neural networks, matrix operations in Java, Hopfield Neural Network, machine learning, feedforward backpropagation, Simulated a...
Jeff Heaton
95
Voted
ICANN
2005
Springer
15 years 9 months ago
Support Vector Neural Training
Wlodzislaw Duch
133
Voted
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
15 years 4 months ago
On the effects of node duplication and connection-oriented constructivism in neural XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull