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Advances in Convolutional Neural Networks
Advances in Deep Learning [Working Title]
Deep Learning, also known as deep representation learning, has dramatically improved the performances on a variety of learning tasks and achieved tremendous successes in the past few years. Specifically, artificial neural networks are mainly studied, which mainly include Multilayer Perceptrons (MLPs), Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). Among these networks, CNNs got the most attention due to the kernel methods with the weight sharing mechanism, anddoi:10.5772/intechopen.93512 fatcat:yhhyzc73lfhbrctcpedffigfem