MLDM Monday | Neural Turing Machines

講者：fumin
主題: Neural Turing Machines

Slides: https://docs.google.com/presentation/d/1u3mrNS1y7c0NeIiN9gMTI42gi_LX9agyB64MuTOf9vY/pub?start=false&loop=false&delayms=3000&slide=id.p

This talk introduces the Neural Turing Machine architecture as described in A.Graves, G. Wayne, and I. Danihelka. arXiv preprint arXiv:1410.5401, 2014, and touches the following topics:

• Why neural networks

• Convolutional neural networks and Recurrent neural networks.

• The vanishing gradient problem

• Neural Turing Machine architecture

• Experiments done on NTMs and the implementation https://github.com/fumin/ntm

• Acrostic poem generation with NTM