Tutorial on Deep Learning

Zaikun Xu from the Università della Svizzera Italiana In this video from the 2016 HPC Advisory Council Switzerland Conference, Zaikun Xu from the Università della Svizzera Italiana presents: Tutorial Part I: Deep Learning. “In the past decade, deep learning as a life-changing technology, has gained a huge success on various tasks, including image recognition, speech recognition, machine translation, etc. Pio- neered by several research groups, Geoffrey Hinton (U Toronto), Yoshua Benjio (U Montreal), Yann LeCun(NYU), Juergen Schmiduhuber (IDSIA, Switzerland), Deep learning is a renaissance of neural network in the Big data era. Neural network is a learning algorithm that consists of input layer, hidden layers and output layers, where each circle represents a neural and the each arrow connection associates with a weight. The way neural network learns…


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