1 August 1990 Monte Carlo learning algorithm for clipped neural networks
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Abstract
A novel Monte Carlo learning algorithm for a nonlinear neural network model with clipped synapses has been proposed. Computer simulation has shown that the storage capacity ot can be improved after the learning process by factors of 1. 2 to 2. 5 and the add-. ressability of noise tolerance is enhanced as well. 1.
© (1990) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Wuqun Huang, Wuqun Huang, YanXin Zhang, YanXin Zhang, } "Monte Carlo learning algorithm for clipped neural networks", Proc. SPIE 1294, Applications of Artificial Neural Networks, (1 August 1990); doi: 10.1117/12.21212; https://doi.org/10.1117/12.21212
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