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Since psychologist McCulloch and mathematician Pitts published the neuron model MP in 1943, the neural network has gone through two ups and downs, and finally ushered in the third upsurge around 2010. In the field of speech recognition and image recognition, neural network has irreplaceable advantages over traditional statistical models. In the Imagenet competition in 2012, Professor Hinton and his students successfully trained one million images including one thousand categories with multilayer convolutional neural network, and achieved a good result of classification error rate of 15%, which is nearly 11 percentage points higher than the second place, fully proving the superiority of multilayer neural network recognition effect. Alphal, a deep learning model born in 2016, is even more brilliant in the field of go, beating the strongest player of human beings.
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