Method for constructing convolution neural network in novel network topological structure
A convolutional neural network and network topology technology, applied in neural learning methods, biological neural network models, neural architectures, etc., can solve the problems of complex applications that cannot be sampled for training, high hardware processing speed requirements, and improve classification and detection effects. , reduce computational time consumption, promote the effect of range
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[0014] The technical solution of the present invention will be described in detail below.
[0015] In order to solve the problem that the existing neural network algorithm calculation requires high hardware processing speed and cannot be applied in home appliances, the present invention provides a method for constructing a convolutional neural network with a novel network topology. The method includes the following steps :
[0016] Determine the interconnection structure between neuron nodes, and determine the relationship between the numerical calculation feedback and forward calculation transmission between the neuron nodes according to the interconnection structure;
[0017] Using a back propagation neural network to create a multilayer perceptron model, the back propagation neural network structure including a forward propagation algorithm;
[0018] Simultaneously run the back propagation algorithm and the forward propagation algorithm to train and calculate the convolutional neur...
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