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Titlebook: Advances in Neural Networks – ISNN 2018; 15th International S Tingwen Huang,Jiancheng Lv,Alexander V. Tuzikov Conference proceedings 2018 S

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0302-9743 June 2018..The 98 revised regular papers presented in this volume were carefully reviewed and selected from 214 submissions. The papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, bio-signal, bioinformatics and biomedical engineering, cl
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Coordinating Plans of Autonomous Agentsn neural network. In this paper, a new activation function is proposed for the capsule network and the least weight loss is added to the loss function. The experiment shows that the improved capsule network improves the convergence speed of the network, increases the generalization ability, and makes the network more efficient.
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Coordination Languages and Modelssignals over the network. Three other types are synapses of dynamic memory. Additionally to traditional synapse weights the attenuation functions of diverging and converging signals are taken into account. The results of simulation of signal processing by streaming recurrent networks with different structures of their layers are presented.
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Supramolecular Coordination Chemistry,haracteristics of the diseases are represented by synaptic weights associated with indicators of symptoms. The disease corresponding to the most excited neuron is proposed as the result of diagnosing. Its reliability is estimated by the likelihood defined by the ratio of excitation of the most excited neuron and the complete neural network.
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