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DNC: Differential Neural Network
Latest   Machine Learning

DNC: Differential Neural Network

Last Updated on July 20, 2023 by Editorial Team

Author(s): Sherwin Chen

Originally published on Towards AI.

A detailed walk-through of DNC

Photo by Philipp Katzenberger on Unsplash

In the previous article, we discussed Neural Turing Machines(NTMs), which introduced an external memory to maintain information for later retrieval. In this post, we further discuss a more sophisticated method, namely Differential Neural Computer(DNC). The DNC builds on the same idea as the NTMs — both aim to combine the advantage of neural and computational processing by providing a neural network with read-write access to external memory. On the other hand, it improves NTMs with a more complicated and flexible interaction mechanism, which makes it potentially more powerful than NTMs.

Source: Graves et al. Hybrid Computing… Read the full blog for free on Medium.

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