Questions tagged [memory-networks]

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Framework for reducing the dimension of the features of multiple correlated Time Series with a notable amount of memory

I have a dataset that I am trying to analyse that consists of multiple (~500) time series each with around 25 observations. For each observation I have a large number of covariates, some of which will ...
3
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What is the difference between using Siamese networks and MANN in one shot learning?

Memory Augmented Neural Networks have an external memory which helps to learn something with the low amount of data. It also can manipulate the memory in a dynamic manner. On another hand, siamese ...
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Where is the network in memory networks?

The paper Weston, Jason, Sumit Chopra, and Antoine Bordes. "Memory networks." arXiv preprint arXiv:1410.3916 (2014). introduces memory networks. The given definition is as follows: Where is the ...